Courant Institute

Research output

Research output per year 1953 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2023

• 7523 Article
• 2677 Conference contribution
• 532 Chapter (peer-reviewed)
• 312 Conference article
• 1376 More
  • 280 Paper
  • 200 Chapter
  • 170 Book
  • 162 Review article
  • 141 Other report
  • 128 Comment/debate
  • 109 Editorial
  • 37 Book/Film/Article review
  • 35 Other contribution
  • 31 Short survey
  • 25 Letter
  • 16 Other chapter contribution
  • 14 Entry for encyclopedia/dictionary
  • 10 Foreword/postscript
  • 7 Preprint
  • 4 Digital or Visual Products
  • 3 Special issue
  • 3 Working paper
  • 1 Commissioned report

Research output per year

Research output per year

Search results

• 2022

  Almost Polynomial Factor Inapproximability for Parameterized k-Clique

  Karthik, C. S. & Khot, S., Jul 1 2022, 37th Computational Complexity Conference, CCC 2022. Lovett, S. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 6. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 234).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Approximation algorithms 100%
  • Polynomials 71%
  • Decoding 19%

• An Invariance Principle for the Multi-slice, with Applications

  Braverman, M., Khot, S., Lifshitz, N. & Minzer, D., 2022, Proceedings - 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science, FOCS 2021. IEEE Computer Society, p. 228-236 9 p. (Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS; vol. 2022-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Invariance 100%
  • Hardness 55%
  • NP-hard 22%

• A Note on the Complexity of Private Simultaneous Messages with Many Parties

  Ball, M. & Randolph, T., Jul 1 2022, 3rd Conference on Information-Theoretic Cryptography, ITC 2022. Dachman-Soled, D. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 7. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 230).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Communication 100%

• A Real-Time Millimeter Wave V2V Channel Sounder

  Chopra, A., Thornburg, A., Kanhere, O., Ghassemzadeh, S. S., Majmundar, M. & Rappaport, T. S., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2607-2612 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Millimeter waves 100%
  • Acoustic waves 79%
  • Communication 25%
  • Bandwidth 21%
  • Impulse response 17%

• Authentication in the Bounded Storage Model

  Dodis, Y., Quach, W. & Wichs, D., 2022, Advances in Cryptology – EUROCRYPT 2022 - 41st Annual International Conference on the Theory and Applications of Cryptographic Techniques, 2022, Proceedings. Dunkelman, O. & Dziembowski, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 737-766 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13277 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Authentication 100%
  • Streaming 55%
  • Data storage equipment 44%
  • Signature 29%
  • Entropy 26%

• Context is Everything: Implicit Identification for Dynamics Adaptation

  Evans, B., Thankaraj, A. & Pinto, L., 2022, 2022 IEEE International Conference on Robotics and Automation, ICRA 2022. Institute of Electrical and Electronics Engineers Inc., p. 2642-2648 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robots 100%
  • Experiments 27%

• CostCO: An automatic cost modeling framework for secure multi-party computation

  Fang, V., Brown, L., Lin, W., Zheng, W., Panda, A. & Popa, R. A., 2022, Proceedings - 7th IEEE European Symposium on Security and Privacy, Euro S and P 2022. Institute of Electrical and Electronics Engineers Inc., p. 140-153 14 p. (Proceedings - 7th IEEE European Symposium on Security and Privacy, Euro S and P 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Secure multi-party Computation 100%
  • Cost Modeling 85%
  • Network protocols 40%
  • Costs 22%
  • Cost Model 21%

• Encapsulated Search Index: Public-Key, Sub-linear, Distributed, and Delegatable

  Aronesty, E., Cash, D., Dodis, Y., Gallancy, D. H., Higley, C., Karthikeyan, H. & Tysor, O., 2022, Public-Key Cryptography - PKC 2022 - 25th IACR International Conference on Practice and Theory of Public-Key Cryptography, Proceedings. Hanaoka, G., Shikata, J. & Watanabe, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 256-285 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13178 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Public key 100%
  • Server 82%
  • Servers 56%
  • Distributed Generation 25%
  • Delegation 20%

• Internet Computer Consensus

  Camenisch, J., Drijvers, M., Hanke, T., Pignolet, Y. A., Shoup, V. & Williams, D., Jul 20 2022, PODC 2022 - Proceedings of the 2022 ACM Symposium on Principles of Distributed Computing. Association for Computing Machinery, p. 81-91 11 p. (Proceedings of the Annual ACM Symposium on Principles of Distributed Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Network protocols 100%
  • Internet 99%
  • Blockchain 14%
  • Computer networks 12%

• LightHash: Experimental Evaluation of a Photonic Cryptocurrency

  Pai, S., Park, T., Penkovsky, B., Milanizadeh, M., Ball, M., Dubrovsky, M., Abebe, N., Morichetti, F., Melloni, A., Solgaard, O. & Miller, D. A. B., 2022, CLEO: Science and Innovations, S and I 2022. Optica Publishing Group (formerly OSA), SF2K.2. (Optics InfoBase Conference Papers).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cryptocurrency 100%
  • Photonics 80%
  • Energy 33%
  • Hash functions 27%
  • Blockchain 27%

• Mixed Reality Collaboration for Complementary Working Styles

  Wang, K., Wang, Z., Rosenberg, K., He, Z., Yoo, D. W., Christopher, U. J. & Perlin, K., Aug 7 2022, Proceedings - SIGGRAPH 2022 Immersive Pavilion. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 13. (Proceedings - SIGGRAPH 2022 Immersive Pavilion).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mixed reality 100%
  • Motion capture 87%

• Multicast Key Agreement, Revisited

  Bienstock, A., Dodis, Y. & Tang, Y., 2022, Topics in Cryptology - CT-RSA 2022 - Cryptographers’ Track at the RSA Conference, 2022, Proceedings. Galbraith, S. D. (ed.). Springer Science and Business Media Deutschland GmbH, p. 1-25 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13161 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Key Agreement 100%
  • Multicasting 90%
  • Managers 26%
  • Public key cryptography 21%
  • Binary trees 19%

• On approximability of satisfiable k-CSPs: I

  Bhangale, A., Khot, S. & Minzer, D., Sep 6 2022, STOC 2022 - Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing. Leonardi, S. & Gupta, A. (eds.). Association for Computing Machinery, p. 976-988 13 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Functional analysis 100%
  • Constraint satisfaction problems 96%
  • Hardness 58%

• On Seedless PRNGs and Premature Next

  Coretti, S., Dodis, Y., Karthikeyan, H., Stephens-Davidowitz, N. & Tessaro, S., Jul 1 2022, 3rd Conference on Information-Theoretic Cryptography, ITC 2022. Dachman-Soled, D. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 9. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 230).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Entropy 100%
  • Seed 52%
  • Linux 17%
  • Availability 12%

• On the Security of ECDSA with Additive Key Derivation and Presignatures

  Groth, J. & Shoup, V., 2022, Advances in Cryptology – EUROCRYPT 2022 - 41st Annual International Conference on the Theory and Applications of Cryptographic Techniques, 2022, Proceedings. Dunkelman, O. & Dziembowski, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-396 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13275 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Attack 100%
  • Cryptocurrency 98%
  • Bitcoin 95%
  • Model 80%
  • Security Proof 74%

• QLUE: A Computer Vision Tool for Uniform Qualitative Evaluation of Web Pages

  Hashmi, W., Chaqfeh, M., Subramanian, L. & Zaki, Y., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 2400-2410 11 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Websites 100%
  • Computer vision 98%
  • World Wide Web 77%
  • Bandwidth 24%
  • Data storage equipment 23%

• Randomness Extraction from Somewhat Dependent Sources

  Ball, M., Goldreich, O. & Malkin, T., Jan 1 2022, 13th Innovations in Theoretical Computer Science Conference, ITCS 2022. Braverman, M. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 12. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 215).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Random processes 100%
  • Entropy 79%
  • Cryptography 77%
  • Communication 47%

• Revisiting Collision and Local Opening Analysis of ABR Hash

  Dhar, C., Dodis, Y. & Nandi, M., Jul 1 2022, 3rd Conference on Information-Theoretic Cryptography, ITC 2022. Dachman-Soled, D. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 11. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 230).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hash functions 100%
  • Cryptography 34%

• Small-Box Cryptography

  Dodis, Y., Karthikeyan, H. & Wichs, D., Jan 1 2022, 13th Innovations in Theoretical Computer Science Conference, ITCS 2022. Braverman, M. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 56. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 215).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cryptography 100%
  • Substitution reactions 60%
  • Hardness 47%
  • Concretes 20%

• Strong recovery of geometric planted matchings

  Kunisky, D. & Niles-Weed, J., 2022, ACM-SIAM Symposium on Discrete Algorithms, SODA 2022. Association for Computing Machinery, p. 834-876 43 p. (Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms; vol. 2022-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recovery 100%
  • Maximum likelihood 96%
  • Maximum Likelihood Estimator 90%
  • Random Graphs 65%
  • Moment Method 42%

• Subdivision Methods for Sum-Of-Distances Problems: Fermat-Weber Point, n-Ellipses and the Min-Sum Cluster Voronoi Diagram

  Mantas, I., Papadopoulou, E., Suderland, M. & Yap, C., Jun 1 2022, 38th International Symposium on Computational Geometry, SoCG 2022. Goaoc, X. & Kerber, M. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 69. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 224).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Set theory 100%

• TapGazer: Text Entry with Finger Tapping and Gaze-directed Word Selection

  He, Z., Lutteroth, C. & Perlin, K., Apr 29 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 337. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Eye tracking 100%
  • Sensors 43%

• Targeted Policy Recommendations using Outcome-aware Clustering

  Balashankar, A., Fraiberger, S., Deregt, E. M., Görgens, M. & Subramanian, L., Jun 29 2022, Proceedings of the 4th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, COMPASS 2022. Association for Computing Machinery, p. 300-312 13 p. (ACM International Conference Proceeding Series; vol. Par F180472).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Agriculture 100%
  • Clustering algorithms 82%

• WeTune: Automatic Discovery and Verification of Query Rewrite Rules

  Wang, Z., Zhou, Z., Yang, Y., Ding, H., Hu, G., Ding, D., Tang, C., Chen, H. & Li, J., Jun 10 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 94-107 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Surface mount technology 100%
• 2021

  140 GHz Urban Microcell Propagation Measurements for Spatial Consistency Modeling

  Ju, S. & Rappaport, T. S., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Particle beam tracking 100%
  • Autocorrelation 63%
  • Antenna arrays 57%
  • Trajectories 42%
  • Communication 30%

• 3D Parametric Wireframe Extraction Based on Distance Fields

  Matveev, A., Artemov, A., Zorin, D. & Burnaev, E., Sep 24 2021, AIPR 2021 - 2021 4th International Conference on Artificial Intelligence and Pattern Recognition. Association for Computing Machinery, p. 316-322 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Splines 100%
  • Deep learning 91%
  • Pipelines 78%

• AdapterFusion: Non-destructive task composition for transfer learning

  Pfeiffer, J., Kamath, A., Rücklé, A., Cho, K. & Gurevych, I., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 487-503 17 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Multi-task learning 71%
  • Transfer learning 63%
  • Tuning 41%
  • Knowledge 40%

• Adaptive Denoising via GainTuning

  Mohan, S., Vincent, J. L., Manzorro, R., Crozier, P. A., Fernandez-Granda, C. & Simoncelli, E. P., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 23727-23740 14 p. (Advances in Neural Information Processing Systems; vol. 28).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutional neural networks 100%
  • Image denoising 51%
  • Large dataset 47%
  • Nanoparticles 21%
  • Deep neural networks 21%

• Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations

  Dann, C., Mansour, Y., Mohri, M., Sekhari, A. & Sridharan, K., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 19033-19045 13 p. (Advances in Neural Information Processing Systems; vol. 23).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement learning 100%

• Analyzing the forgetting problem in pretrain-finetuning of open-domain dialogue response models

  He, T., Ott, M., Liu, B., Liu, J., Glass, J., Cho, K. & Peng, F., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1121-1133 13 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dialogue 100%
  • Forgetting 74%
  • dialogue 51%
  • Knowledge Transfer 43%
  • Language Generation 36%

• A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning

  Dann, C., Mohri, M., Zhang, T. & Zimmert, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 12040-12051 12 p. (Advances in Neural Information Processing Systems; vol. 15).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement learning 100%
  • Sampling 70%

• Automatic Data Augmentation for Generalization in Reinforcement Learning

  Raileanu, R., Goldstein, M., Yarats, D., Kostrikov, I. & Fergus, R., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 5402-5415 14 p. (Advances in Neural Information Processing Systems; vol. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement learning 100%
  • Learning algorithms 27%

• Auxiliary-task learning for geographic data with autoregressive embeddings

  Klemmer, K. & Neill, D. B., Nov 2 2021, 29th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2021. Meng, X., Wang, F., Lu, C-T., Huang, Y., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, p. 141-144 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Learning 100%
  • learning 89%
  • Machine learning 80%
  • Machine Learning 80%
  • machine learning 73%

• Behavior of Limited Memory BFGS When Applied to Nonsmooth Functions and Their Nesterov Smoothings

  Asl, A. & Overton, M. L., 2021, Numerical Analysis and Optimization, NAOV 2020. Al-Baali, M., Purnama, A. & Grandinetti, L. (eds.). Springer, p. 25-55 31 p. (Springer Proceedings in Mathematics and Statistics; vol. 354).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nonsmooth Function 100%
  • Smoothing 74%
  • Nonsmooth Optimization 49%
  • BFGS Method 35%
  • Optimization Problem 35%

• Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning

  Dann, C., Marinov, T. V., Mohri, M. & Zimmert, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 1-12 12 p. (Advances in Neural Information Processing Systems; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement learning 100%
  • Markov processes 35%

• Boosting with Multiple Sources

  Cortes, C., Mohri, M., Storcheus, D. & Suresh, A. T., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 17373-17387 15 p. (Advances in Neural Information Processing Systems; vol. 21).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning systems 100%
  • Experiments 34%

• Breaking the centralized barrier for cross-device federated learning

  Karimireddy, S. P., Jaggi, M., Kale, S., Mohri, M., Reddi, S. J., Stich, S. U. & Suresh, A. T., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 28663-28676 14 p. (Advances in Neural Information Processing Systems; vol. 34).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Momentum 100%
  • Servers 26%

• Breaking the transience-equilibrium nexus: A new approach to datacenter packet transport

  Liu, S., Ghalayini, A., Alizadeh, M., Prabhakar, B., Rosenblum, M. & Sivaraman, A., 2021, Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2021. USENIX Association, p. 47-61 15 p. (Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Synchronization 100%
  • Throughput 87%
  • Metals 80%

• Calibration and Consistency of Adversarial Surrogate Losses

  Awasthi, P., Frank, N. S., Mao, A., Mohri, M. & Zhong, Y., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 9804-9815 12 p. (Advances in Neural Information Processing Systems; vol. 12).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Calibration 100%
  • NP-hard 11%
  • Machine learning 8%
  • Classifiers 8%
  • Set theory 7%

• Causal BERT: Improving object detection by searching for challenging groups

  Resnick, C., Litany, O., Kar, A., Kreis, K., Lucas, J., Cho, K. & Fidler, S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. Institute of Electrical and Electronics Engineers Inc., p. 2972-2981 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Object detection 100%
  • Labels 20%
  • Neural networks 14%
  • Computer simulation 13%

• Cerebro: A platform for multi-party cryptographic collaborative learning

  Zheng, W., Deng, R., Chen, W., Popa, R. A., Panda, A. & Stoica, I., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 2723-2740 18 p. (Proceedings of the 30th USENIX Security Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Sharing 100%
  • Systems analysis 66%
  • Machine learning 64%
  • Economics 56%
  • Industry 38%

• Certified approximation algorithms for the fermat point and n-ellipses

  Junginger, K., Mantas, I., Papadopoulou, E., Suderland, M. & Yap, C., Sep 1 2021, 29th Annual European Symposium on Algorithms, ESA 2021. Mutzel, P., Pagh, R. & Herman, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 54. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 204).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Approximation algorithms 100%
  • Experiments 10%

• CloudEx: A fair-Access financial exchange in the cloud

  Ghalayini, A., Geng, J., Sachidananda, V., Sriram, V., Geng, Y., Prabhakar, B., Rosenblum, M. & Sivaraman, A., Jun 1 2021, HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems. Association for Computing Machinery, Inc, p. 96-103 8 p. (HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Clocks 100%
  • Synchronization 93%
  • Costs 44%

• Cloud-scale runtime verification of serverless applications

  Alpernas, K., Panda, A., Ryzhyk, L. & Sagiv, M., Nov 1 2021, SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing. Association for Computing Machinery, Inc, p. 92-107 16 p. (SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Runtime Verification 100%
  • Simplify 9%
  • Scaling 8%
  • Monitoring System 8%
  • Violate 6%

• Coins, Covid, Keynes and K-Shaped Recovery

  Martinez, P., Huang, W. & Mishra, B., 2021, Financial Cryptography and Data Security. FC 2021 International Workshops - CoDecFin, DeFi, VOTING, and WTSC, Revised Selected Papers. Bernhard, M., Bracciali, A., Gudgeon, L., Haines, T., Klages-Mundt, A., Matsuo, S., Perez, D., Sala, M. & Werner, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 611-627 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12676 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Monetary Policy 100%
  • Incentives 74%
  • Community 54%
  • Recovery 52%
  • Human Capital 50%

• CollectiveTeach: A System to Generate and Sequence Web-Annotated Lesson Plans

  Ranawat, R., Venkataraman, A. & Subramanian, L., Jun 28 2021, Proceedings of 2021 4th ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2021. Association for Computing Machinery, Inc, p. 1-13 13 p. (Proceedings of 2021 4th ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information retrieval 100%
  • Benchmarking 53%
  • Computer science 51%
  • Teaching 45%
  • Websites 44%

• Communication complexity with defective randomness

  Ball, M., Goldreich, O. & Malkin, T., Jul 1 2021, 36th Computational Complexity Conference, CCC 2021. Kabanets, V. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 14. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 200).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Communication 100%
  • Entropy 55%
  • Set theory 42%

• Communication-efficient agnostic federated averaging

  Ro, J., Chen, M., Mathews, R., Mohri, M. & Suresh, A. T., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 1753-1757 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Averaging 100%
  • Communication 96%
  • Learning 95%
  • communication 56%
  • Parallel algorithms 49%

• Comparing test sets with item response theory

  Vania, C., Htut, P. M., Huang, W., Mungra, D., Pang, R. Y., Phang, J., Liu, H., Cho, K. & Bowman, S. R., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1141-1158 18 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Item Response Theory 100%
  • Test Set 75%
  • Model 19%
  • Evaluate 13%
  • Selection Task 12%

• Conditioning Sparse Variational Gaussian Processes for Online Decision-making

  Maddox, W. J., Stanton, S. & Wilson, A. G., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 6365-6379 15 p. (Advances in Neural Information Processing Systems; vol. 8).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Reinforcement learning 86%
  • Robotics 65%
  • Decision making 62%
  • Uncertainty 54%