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  • 2021

    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

  • 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

  • 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

  • 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

  • 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • 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 proceeding › Conference contribution

  • Novel Range Functions via Taylor Expansions and Recursive Lagrange Interpolation with Application to Real Root Isolation

    Hormann, K., Kania, L. & Yap, C., Jul 18 2021, ISSAC 2021 - Proceedings of the 2021 International Symposium on Symbolic and Algebraic Computation. Association for Computing Machinery, p. 193-200 8 p. (Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC).

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

  • Optimal inapproximability of satisfiable k-LIN over non-abelian groups

    Bhangale, A. & Khot, S., 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. 1615-1628 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

    Open Access

  • Performance Impact Analysis of Beam Switching in Millimeter Wave Vehicular Communications

    Kanhere, O., Chopra, A., Thornburg, A., Rappaport, T. S. & Ghassemzadeh, S. S., Apr 2021, 2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9448914. (IEEE Vehicular Technology Conference; vol. 2021-April).

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

  • Target Localization using Bistatic and Multistatic Radar with 5G NR Waveform

    Kanhere, O., Goyal, S., Beluri, M. & Rappaport, T. S., Apr 2021, 2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9449071. (IEEE Vehicular Technology Conference; vol. 2021-April).

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

  • Unsupervised extractive summarization using pointwise mutual information

    Padmakumar, V. & He, H., 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. 2505-2512 8 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

  • We need kernel interposition over the network dataplane

    Sadok, H., Zhao, Z., Choung, V., Atre, N., Berger, D. S., Hoe, J. C., Panda, A. & Sherry, J., Jun 1 2021, HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems. Association for Computing Machinery, Inc, p. 152-158 7 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
  • 2020

    3-D Statistical Indoor Channel Model for Millimeter-Wave and Sub-Terahertz Bands

    Ju, S., Xing, Y., Kanhere, O. & Rappaport, T. S., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9322429. (2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings).

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

  • Adaptive region-based active learning

    Cortes, C., DeSalvo, G., Gentile, C., Mohri, M. & Zhang, N., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 2122-2131 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-3).

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

  • Adversarial learning guarantees for linear hypotheses and neural networks

    Awasthi, P., Frank, N. S. & Mohri, M., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 408-418 11 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-1).

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

  • A Public Option for the Core

    Harchol, Y., Bergemann, D., Feamster, N., Friedman, E., Krishnamurthy, A., Panda, A., Ratnasamy, S., Schapira, M. & Shenker, S., Jul 30 2020, SIGCOMM 2020 - Proceedings of the 2020 Annual Conference of the ACM Special Interest Group on Data Communication on the Applications, Technologies, Architectures, and Protocols for Computer Communication. Association for Computing Machinery, p. 377-389 13 p. (SIGCOMM 2020 - Proceedings of the 2020 Annual Conference of the ACM Special Interest Group on Data Communication on the Applications, Technologies, Architectures, and Protocols for Computer Communication).

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

  • A stable and effective learning strategy for trainable greedy decoding

    Chen, Y., Li, V. O. K., Cho, K. & Bowman, S. R., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 380-390 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

  • A truthful cardinal mechanism for one-sided matching

    Abebe, R., Cole, R., Gkatzelis, V. & Hartline, J. D., 2020, 31st Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2020. Chawla, S. (ed.). Association for Computing Machinery, p. 2096-2113 18 p. (Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms; vol. 2020-January).

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

  • Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative

    Zhang, B., Tan, J., Cho, K., Chang, G. & Deniz, C. M., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 731-735 5 p. 9098456. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

  • A Virtual Obstacle Course within Diverse Sensory Environments

    Wang, Z., Lubetzky, A., Hendee, C., Gospodarek, M. & Perlin, K., Aug 17 2020, ACM SIGGRAPH 2020 Immersive Pavilion, SIGGRAPH 2020. Association for Computing Machinery, 3407875. (ACM SIGGRAPH 2020 Immersive Pavilion, SIGGRAPH 2020).

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

  • A Wideband Sliding Correlator based Channel Sounder in 65 nm CMOS: An Evaluation Board Design

    Shakya, D., Wu, T. & Rappaport, T. S., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9322622. (2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings).

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

  • Bertha: Tunneling through the Network API

    Narayan, A., Panda, A., Alizadeh, M., Balakrishnan, H., Krishnamurthy, A. & Shenker, S., Nov 4 2020, HotNets 2020 - Proceedings of the 19th ACM Workshop on Hot Topics in Networks. Association for Computing Machinery, Inc, p. 53-59 7 p. (HotNets 2020 - Proceedings of the 19th ACM Workshop on Hot Topics in Networks).

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

    Open Access

  • BugDoc: A System for Debugging Computational Pipelines

    Lourenço, R., Freire, J. & Shasha, D., Jun 14 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 2733-2736 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    Open Access

  • BugDoc: Algorithms to Debug Computational Processes

    Lourenço, R., Freire, J. & Shasha, D., Jun 14 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 463-478 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    Open Access

  • CAD-Deform: Deformable Fitting of CAD Models to 3D Scans

    Ishimtsev, V., Bokhovkin, A., Artemov, A., Ignatyev, S., Niessner, M., Zorin, D. & Burnaev, E., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 599-628 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12358 LNCS).

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

  • Calibrating a 4-channel Fully-Digital 60 GHz SDR

    Dhananjay, A., Zheng, K., Haarla, J., Iotti, L., Mezzavilla, M., Shasha, D. & Rangan, S., Sep 21 2020, WiNTECH 2020 - Proceedings of the 14th ACM Workshop on Wireless Network Testbeds, Experimental evaluation and CHaracterization, Part of ACM MobiCom 2020. Association for Computing Machinery, p. 40-47 8 p. (WiNTECH 2020 - Proceedings of the 14th ACM Workshop on Wireless Network Testbeds, Experimental evaluation and CHaracterization, Part of ACM MobiCom 2020).

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

    Open Access

  • Can far memory improve job throughput?

    Amaro, E., Branner-Augmon, C., Luo, Z., Ousterhout, A., Aguilera, M. K., Panda, A., Ratnasamy, S. & Shenker, S., Apr 15 2020, Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020. Association for Computing Machinery, Inc, (Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020).

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

    Open Access

  • Capacity, bandwidth, and compositionality in emergent language learning

    Resnick, C., Gupta, A., Foerster, J., Dai, A. M. & Cho, K., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. An, B., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1125-1133 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

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

  • Cobra: Making transactional key-value stores verifiably serializable

    Tan, C., Zhao, C., Mu, S. & Walfish, M., 2020, Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020. USENIX Association, p. 63-80 18 p. (Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020).

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

  • CollaboVR: A Reconfigurable Framework for Creative Collaboration in Virtual Reality

    He, Z., Du, R. & Perlin, K., Nov 2020, Proceedings - 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2020. Institute of Electrical and Electronics Engineers Inc., p. 542-554 13 p. 9284659. (Proceedings - 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2020).

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

  • Conditional word embedding and hypothesis testing via bayes-by-backprop

    Han, R., Spirling, A., Gill, M. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4890-4895 6 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

  • Counterfactual explanations for data-driven decisions

    Fernandez, C., Provost, F. & Han, X., 2020, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

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

  • Countering language drift via visual grounding

    Lee, J., Cho, K. & Kiela, D., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 4385-4395 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • Decoupling strategy and generation in negotiation dialogues

    He, H., Chen, D., Balakrishnan, A. & Liang, P., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2333-2343 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

  • Deep Vectorization of Technical Drawings

    Egiazarian, V., Voynov, O., Artemov, A., Volkhonskiy, D., Safin, A., Taktasheva, M., Zorin, D. & Burnaev, E., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 582-598 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12358 LNCS).

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

  • Deterministic non-autoregressive neural sequence modeling by iterative refinement

    Lee, J., Mansimov, E. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1173-1182 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

  • Dialogue natural language inference

    Welleck, S., Weston, J., Szlam, A. & Cho, K., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3731-3741 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

  • Distributed Algorithms to Find Similar Time Series

    Levchenko, O., Kolev, B., Yagoubi, D. E., Shasha, D., Palpanas, T., Valduriez, P., Akbarinia, R. & Masseglia, F., 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, p. 781-785 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11908 LNAI).

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

  • Dynamic meta-embeddings for improved sentence representations

    Kiela, D., Wang, C. & Cho, K., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1466-1477 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

  • Emergent linguistic phenomena in multi-agent communication games

    Graesser, L., Cho, K. & Kiela, D., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3700-3710 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • Extracting randomness from extractor-dependent sources

    Dodis, Y., Vaikuntanathan, V. & Wichs, D., 2020, Advances in Cryptology – EUROCRYPT 2020 - 39th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. Canteaut, A. & Ishai, Y. (eds.). Springer, p. 313-342 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12105 LNCS).

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

  • Extragradient with player sampling for faster Nash equilibrium finding

    Jelassi, S., Domingo-Enrich, C., Scieur, D., Mensch, A. & Bruna, J., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 4686-4695 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-7).

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

  • Fast adaptation to new environments via policy-dynamics value functions

    Raileanu, R., Goldstein, M., Szlam, A. & Fergus, R., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 7876-7887 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-11).

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

  • FedBoost: Communication-efficient algorithms for federated learning

    Hamer, J., Mohri, M. & Suresh, A. T., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 3931-3941 11 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-6).

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

  • Finding generalizable evidence by learning to convince Q&A models

    Perez, E., Karamcheti, S., Fergus, R., Weston, J., Kiela, D. & Cho, K., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2402-2411 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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