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  • 2021

    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 proceedingConference contribution

  • 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 proceedingConference contribution

  • Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization

    Jastrzębski, S., Arpit, D., Åstrand, O., Kerg, G., Wang, H., Xiong, C., Socher, R., Cho, K. & Geras, K. J., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4772-4784 13 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

    Open Access
  • 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 proceedingConference contribution

    Open Access
  • COHESIV: Contrastive Object and Hand Embeddings for Segmentation In Video

    Shan, D., Higgins, R. E. L. & Fouhey, D. F., 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. 5898-5909 12 p. (Advances in Neural Information Processing Systems; vol. 8).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

    Open Access
  • 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 proceedingConference contribution

  • 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 proceedingConference contribution

  • Continuous LWE

    Bruna, J., Regev, O., Song, M. J. & Tang, Y., Jun 15 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 694-707 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

    Liu, S., Li, X., Zhai, Y., You, C., Zhu, Z., Fernandez-Granda, C. & Qu, Q., 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. 28919-28928 10 p. (Advances in Neural Information Processing Systems; vol. 34).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Dangers of Bayesian Model Averaging under Covariate Shift

    Izmailov, P., Nicholson, P., Lotfi, 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. 3309-3322 14 p. (Advances in Neural Information Processing Systems; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Decoupling Value and Policy for Generalization in Reinforcement Learning

    Raileanu, R. & Fergus, R., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 8787-8798 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DNN-based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel

    Dupuis, B. & Jacot, A., 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. 27659-27669 11 p. (Advances in Neural Information Processing Systems; vol. 33).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Does Knowledge Distillation Really Work?

    Stanton, S., Izmailov, P., Kirichenko, P., Alemi, A. A. & 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. 6906-6919 14 p. (Advances in Neural Information Processing Systems; vol. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Doubly-affine extractors, and their applications

    Dodis, Y. & Yeo, K., Jul 1 2021, 2nd Conference on Information-Theoretic Cryptography, ITC 2021. Tessaro, S. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 13. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 199).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Early-stopped neural networks are consistent

    Ji, Z., Li, J. D. & Telgarsky, M., 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. 1805-1817 13 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Enhancing Neural Recommender Models through Domain-Specific Concordance

    Balashankar, A., Beutel, A. & Subramanian, L., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1002-1010 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Exploring data-efficient 3D scene understanding with contrastive scene contexts

    Hou, J., Graham, B., Nießner, M. & Xie, S., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 15582-15592 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Fast Margin Maximization via Dual Acceleration

    Ji, Z., Srebro, N. & Telgarsky, M., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4860-4869 10 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Forward Secret Encrypted RAM: Lower Bounds and Applications

    Bienstock, A., Dodis, Y. & Yeo, K., 2021, Theory of Cryptography - 19th International Conference, TCC 2021, Proceedings. Nissim, K., Waters, B. & Waters, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 62-93 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13044 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • From reflection to action: Combining machine learning with expert knowledge for nutrition goal recommendations

    Mitchell, E. G., Heitkemper, E. M., Burgermaster, M., Levine, M. E., Miao, Y., Hwang, M. L., Desai, P. M., Cassells, A., Tobin, J. N., Tabak, E. G., Albers, D. J., Smaldone, A. M. & Mamykina, L., May 6 2021, CHI 2021 - Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths. Association for Computing Machinery, Vol. 2021. (Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Future reality lab: Inventing the XR future

    Perlin, K., Aug 9 2021, ACM SIGGRAPH 2021 Courses, SIGGRAPH 2021. Association for Computing Machinery, Inc, 7. (ACM SIGGRAPH 2021 Courses, SIGGRAPH 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GazeChat: Enhancing Virtual Conferences with Gaze-aware 3D Photos

    He, Z., Wang, K., Feng, B. Y., Du, R. & Perlin, K., Oct 10 2021, UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 769-782 14 p. (UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

    Şimşek, B., Ged, F., Jacot, A., Spadaro, F., Hongler, C., Gerstner, W. & Brea, J., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 9722-9732 11 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Going Beyond Linear RL: Sample Efficient Neural Function Approximation

    Huang, B., Huang, K., Kakade, S. M., Lee, J. D., Lei, Q., Wang, R. & Yang, 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. 8968-8983 16 p. (Advances in Neural Information Processing Systems; vol. 11).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GoJournal: A verified, concurrent, crash-safe journaling system

    Chajed, T., Tassarotti, J., Theng, M., Jung, R., Kaashoek, M. F. & Zeldovich, N., 2021, Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021. USENIX Association, p. 423-439 17 p. (Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GPU Accelerated Matrix Factorization for Recommender Systems

    Kilitcioglu, D., Greenquist, N., Zahran, M. & Bari, A., Mar 5 2021, 2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021. Institute of Electrical and Electronics Engineers Inc., p. 272-281 10 p. 9403110. (2021 IEEE 6th International Conference on Big Data Analytics, ICBDA 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • High Altitude Platform Stations (HAPS): Architecture and System Performance

    Xing, Y., Hsieh, F., Ghosh, A. & Rappaport, T. S., Apr 2021, 2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9448899. (IEEE Vehicular Technology Conference; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • How Fine-Tuning Allows for Effective Meta-Learning

    Chua, K., Lei, Q. & Lee, J. D., 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. 8871-8884 14 p. (Advances in Neural Information Processing Systems; vol. 11).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Imitation by Predicting Observations

    Jaegle, A., Sulsky, Y., Ahuja, A., Bruce, J., Fergus, R. & Wayne, G., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4665-4676 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

    Yarats, D., Zhang, A., Kostrikov, I., Amos, B., Pineau, J. & Fergus, R., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 10674-10681 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 12A).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Inverse-Weighted Survival Games

    Han, X., Goldstein, M., Puli, A., Wies, T., Perotte, A. J. & Ranganath, 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. 2160-2172 13 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • IRM-when it works and when it doesn't: A test case of natural language inference

    Dranker, Y., He, H. & Belinkov, 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. 18212-18224 13 p. (Advances in Neural Information Processing Systems; vol. 22).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • KeyForge: Non-attributable email from forward-forgeable signatures

    Specter, M. A., Park, S. & Green, M., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 1755-1773 19 p. (Proceedings of the 30th USENIX Security Symposium).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Latent video transformer

    Rakhimov, R., Volkhonskiy, D., Artemov, A., Zorin, D. & Burnaev, E., 2021, VISAPP. Farinella, G. M., Radeva, P., Braz, J. & Bouatouch, K. (eds.). SciTePress, p. 101-112 12 p. (VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning faithful representations of causal graphs

    Balashankar, A. & Subramanian, L., 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. 839-850 12 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 proceedingConference contribution

  • Learning relatedness between types with prototypes for relation extraction

    Fu, L. & Grishman, R., 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. 2011-2016 6 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 proceedingConference contribution

  • Learning with User-Level Privacy

    Levy, D., Sun, Z., Amin, K., Kale, S., Kulesza, A., Mohri, M. & 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. 12466-12479 14 p. (Advances in Neural Information Processing Systems; vol. 15).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Length-adaptive transformer: Train once with length drop, use anytime with search

    Kim, G. & Cho, K., 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. 6501-6511 11 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 proceedingConference contribution

  • Linear threshold secret-sharing with binary reconstruction

    Ball, M., Çakan, A. & Malkin, T., Jul 1 2021, 2nd Conference on Information-Theoretic Cryptography, ITC 2021. Tessaro, S. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 12. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 199).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling

    Benton, G. W., Maddox, W. J., Lotfi, S. & Wilson, A. G., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 769-779 11 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Making densepose fast and light

    Rakhimov, R., Bogomolov, E., Notchenko, A., Mao, F., Artemov, A., Zorin, D. & Burnaev, E., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 1868-1876 9 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Massive-MIMO and Digital mm-Wave Arrays on RF-SoCs using FDM for M-Fold Increase in Antennas per ADC/DAC

    Akram, N., Madanayake, A., Venkatakrishnan, S. B., Volakis, J. L., Psychogiou, D., Marzetta, T. L. & Rappaport, T. S., Jan 17 2021, 2021 IEEE Space Hardware and Radio Conference, SHaRC 2021. Institute of Electrical and Electronics Engineers Inc., p. 25-27 3 p. 9375888. (2021 IEEE Space Hardware and Radio Conference, SHaRC 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution