Princeton Language and Intelligence (PLI)

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  • 2021

    DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks

    Xiang, C. & Mittal, P., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 3177-3196 20 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    Open Access
    24 Scopus citations
  • Directional Bias Amplification

    Wang, A. & Russakovsky, O., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 10882-10893 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    17 Scopus citations
  • DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras

    Teed, Z. & Deng, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 16558-16569 12 p. (Advances in Neural Information Processing Systems; vol. 20).

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

    198 Scopus citations
  • Dynamically Grown Generative Adversarial Networks

    Liu, L., Zhang, Y., Deng, J. & Soatto, S., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8680-8687 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 10A).

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

    10 Scopus citations
  • EMA: Auditing Data Removal from Trained Models

    Huang, Y., Li, X. & Li, K., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 793-803 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12905 LNCS).

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

    4 Scopus citations
  • Enabling efficient cyber threat hunting with cyber threat intelligence

    Gao, P., Shao, F., Liu, X., Xiao, X., Qin, Z., Xu, F., Mittal, P., Kulkarni, S. R. & Song, D., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 193-204 12 p. 9458828. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

    Open Access
    77 Scopus citations
  • Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

    Huang, Y., Gupta, S., Song, Z., Li, K. & Arora, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 7232-7241 10 p. (Advances in Neural Information Processing Systems; vol. 9).

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

    140 Scopus citations
  • Experiences deploying multi-vantage-point domain validation at let's encrypt

    Birge-Lee, H., Wang, L., McCarney, D., Shoemaker, R., Rexford, J. & Mittal, P., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 4311-4327 17 p. (Proceedings of the 30th USENIX Security Symposium).

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

    11 Scopus citations
  • Factor-analytic Inverse Regression for High-dimension, Small-sample Dimensionality Reduction

    Jha, A., Morais, M. J. & Pillow, J. W., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4850-4859 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    1 Scopus citations
  • Fair Attribute Classification through Latent Space De-biasing

    Ramaswamy, V. V., Kim, S. S. Y. & Russakovsky, O., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9297-9306 10 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
    75 Scopus citations
  • Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability

    Farid, A. & Majumdar, A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 2173-2186 14 p. (Advances in Neural Information Processing Systems; vol. 3).

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

    20 Scopus citations
  • 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, M., 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

    6 Scopus citations
  • Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias

    Lyu, K., Li, Z., Wang, R. & Arora, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 12978-12991 14 p. (Advances in Neural Information Processing Systems; vol. 16).

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

    31 Scopus citations
  • 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, M., 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

    14 Scopus citations
  • How Important is the Train-Validation Split in Meta-Learning?

    Bai, Y., Chen, M., Zhou, P., Zhao, T., Lee, J. D., Kakade, S., Wang, H. & Xiong, C., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 543-553 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    34 Scopus citations
  • Improving dialog systems for negotiation with personality modeling

    Yang, R., Chen, J. & Narasimhan, 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. 681-693 13 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

    28 Scopus citations
  • Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations

    Kim, T. D., Luo, T. Z., Pillow, J. W. & Brody, C. D., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 5551-5561 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    18 Scopus citations
  • Label Noise SGD Provably Prefers Flat Global Minimizers

    Damian, A., Ma, T. & Lee, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 27449-27461 13 p. (Advances in Neural Information Processing Systems; vol. 33).

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

    40 Scopus citations
  • Learning dense representations of phrases at scale

    Lee, J., Sung, M., Kang, J. & Chen, D., 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. 6634-6647 14 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

    Open Access
    67 Scopus citations
  • Learning Good State and Action Representations via Tensor Decomposition

    Ni, C., Zhang, A. R., Duan, Y. & Wang, M., Jul 12 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1682-1687 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

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

    Open Access
    3 Scopus citations
  • Learning Rewards from Linguistic Feedback

    Sumers, T. R., Ho, M. K., Hawkins, R. D., Narasimhan, K. & Griffiths, T. L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 6002-6010 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 7).

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

    14 Scopus citations
  • Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control

    Chao, Y. W., Yang, J., Chen, W. & Deng, J., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 5887-5895 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 7).

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

    13 Scopus citations
  • Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries

    Bhagoji, A. N., Cullina, D., Sehwag, V. & Mittal, P., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 863-873 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    3 Scopus citations
  • Making pre-trained language models better few-shot learners

    Gao, T., Fisch, A. & Chen, D., 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. 3816-3830 15 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

    847 Scopus citations
  • Multiclass Boosting and the Cost of Weak Learning

    Brukhim, N., Hazan, E., Moran, S., Mukherjee, I. & Schapire, R. E., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 3057-3067 11 p. (Advances in Neural Information Processing Systems; vol. 4).

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

    7 Scopus citations
  • Near-Optimal Linear Regression under Distribution Shift

    Lei, Q., Hu, W. & Lee, J. D., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 6164-6174 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    15 Scopus citations
  • Near-Optimal Representation Learning for Linear Bandits and Linear RL

    Hu, J., Chen, X., Jin, C., Li, L. & Wang, L., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4349-4358 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    25 Scopus citations
  • New Directions in Automated Traffic Analysis

    Holland, J., Schmitt, P., Feamster, N. & Mittal, P., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 3366-3383 18 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

    Open Access
    63 Scopus citations
  • Non-Parametric Few-Shot Learning for Word Sense Disambiguation

    Chen, H., Xia, M. & Chen, D., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1774-1781 8 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    8 Scopus citations
  • Online Control of Unknown Time-Varying Dynamical Systems

    Minasyan, E., Gradu, P., Simchowitz, M. & Hazan, E., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 15934-15945 12 p. (Advances in Neural Information Processing Systems; vol. 19).

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

    16 Scopus citations
  • On the Validity of Modeling SGD with Stochastic Differential Equations (SDEs)

    Li, Z., Malladi, S. & Arora, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 12712-12725 14 p. (Advances in Neural Information Processing Systems; vol. 16).

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

    22 Scopus citations
  • Optimal Gradient-based Algorithms for Non-concave Bandit Optimization

    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, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 29101-29115 15 p. (Advances in Neural Information Processing Systems; vol. 35).

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

    7 Scopus citations
  • Passive Attention in Artificial Neural Networks Predicts Human Visual Selectivity

    Langlois, T. A., Zhao, H. C., Grant, E., Dasgupta, I., Griffiths, T. L. & Jacoby, N., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 27094-27106 13 p. (Advances in Neural Information Processing Systems; vol. 32).

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

    8 Scopus citations
  • PatchGuard: A provably robust defense against adversarial patches via small receptive fields and masking

    Xiang, C., Bhagoji, A. N., Sehwag, V. & Mittal, P., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 2237-2254 18 p. (Proceedings of the 30th USENIX Security Symposium).

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

    71 Scopus citations
  • Predicting What You Already Know Helps: Provable Self-Supervised Learning

    Lee, J. D., Lei, Q., Saunshi, N. & Zhuo, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 309-323 15 p. (Advances in Neural Information Processing Systems; vol. 1).

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

    55 Scopus citations
  • PRGA: An open-source fpga research and prototyping framework

    Li, A. & Wentzlaff, D., Feb 17 2021, FPGA 2021 - 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 127-137 11 p. (FPGA 2021 - 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

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

    Open Access
    18 Scopus citations
  • Privacy policies over time: Curation and analysis of a million-document dataset

    Amos, R., Acar, G., Lucherini, E., Kshirsagar, M., Narayanan, A. & Mayer, J., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 2165-2176 12 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

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

    Open Access
    57 Scopus citations
  • Provable Meta-Learning of Linear Representations

    Tripuraneni, N., Jin, C. & Jordan, M. I., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 10434-10443 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    76 Scopus citations
  • RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract)

    Teed, Z. & Deng, J., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z.-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4839-4843 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    24 Scopus citations
  • RAFT-3D: Scene Flow using Rigid-Motion Embeddings

    Teed, Z. & Deng, J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 8371-8380 10 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
    68 Scopus citations
  • RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching

    Lipson, L., Teed, Z. & Deng, J., 2021, Proceedings - 2021 International Conference on 3D Vision, 3DV 2021. Institute of Electrical and Electronics Engineers Inc., p. 218-227 10 p. (Proceedings - 2021 International Conference on 3D Vision, 3DV 2021).

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

    Open Access
    176 Scopus citations
  • Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents

    Yao, S., Narasimhan, K. & Hausknecht, M., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3097-3102 6 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    14 Scopus citations
  • Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning

    Duan, Y., Jin, C. & Li, Z., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 2892-2902 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    12 Scopus citations
  • Safe Reinforcement Learning with Natural Language Constraints

    Yang, T. Y., Hu, M., Chow, Y., Ramadge, P. J. & Narasimhan, K., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 13794-13808 15 p. (Advances in Neural Information Processing Systems; vol. 17).

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

    8 Scopus citations
  • Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games

    Bai, Y., Jin, C., Wang, H. & Xiong, C., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 25799-25811 13 p. (Advances in Neural Information Processing Systems; vol. 31).

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

    26 Scopus citations
  • Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model

    Wang, B., Yan, Y. & Fan, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 23009-23022 14 p. (Advances in Neural Information Processing Systems; vol. 28).

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

    7 Scopus citations
  • Security and Privacy Risks of Number Recycling at Mobile Carriers in the United States

    Lee, K. & Narayanan, A., 2021, Proceedings of the 2021 APWG Symposium on Electronic Crime Research, eCrime 2021. IEEE Computer Society, (eCrime Researchers Summit, eCrime; vol. 2021-December).

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

    8 Scopus citations
  • Self-attention networks can process bounded hierarchical languages

    Yao, S., Peng, B., Papadimitriou, C. & Narasimhan, 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. 3770-3785 16 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

    Open Access
    31 Scopus citations
  • Slice Sampling Reparameterization Gradients

    Zoltowski, D. M., Cai, D. & Adams, R. P., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 23532-23544 13 p. (Advances in Neural Information Processing Systems; vol. 28).

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

    3 Scopus citations
  • Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient

    Hao, B., Duan, Y., Lattimore, T., Szepesvári, C. & Wang, M., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4063-4073 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    14 Scopus citations