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  • 2021

    A Regret Minimization Approach to Iterative Learning Control

    Agarwal, N., Hazan, E., Majumdar, A. & Singh, K., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 100-109 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    10 Scopus citations
  • AutoSVA: Democratizing Formal Verification of RTL Module Interactions

    Orenes-Vera, M., Manocha, A., Wentzlaff, D. & Martonosi, M., Dec 5 2021, 2021 58th ACM/IEEE Design Automation Conference, DAC 2021. Institute of Electrical and Electronics Engineers Inc., p. 535-540 6 p. (Proceedings - Design Automation Conference; vol. 2021-December).

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

    Open Access
    6 Scopus citations
  • Boosting for Online Convex Optimization

    Hazan, E. & Singh, K., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 4140-4149 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    4 Scopus citations
  • Boosting simple learners

    Alon, N., Gonen, A., Hazan, E. & Moran, 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. 481-489 9 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

    Open Access
    11 Scopus citations
  • Classical vs Quantum Random Oracles

    Yamakawa, T. & Zhandry, M., 2021, Advances in Cryptology – EUROCRYPT 2021 - 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. Canteaut, A. & Standaert, F.-X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 568-597 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12697 LNCS).

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

    19 Scopus citations
  • Computation over the noisy broadcast channel with malicious parties

    Efremenko, K., Kol, G., Paramonov, D. & Saxena, R. R., Feb 1 2021, 12th Innovations in Theoretical Computer Science Conference, ITCS 2021. Lee, J. R. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 82. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 185).

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

    7 Scopus citations
  • Consistency Regularization for Variational Auto-Encoders

    Sinha, S. & Dieng, A. B., 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. 12943-12954 12 p. (Advances in Neural Information Processing Systems; vol. 16).

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

    23 Scopus citations
  • COP-E-CAT: Cleaning and organization pipeline for EHR computational and analytic tasks

    Mandyam, A., Yoo, E. C., Soules, J., Laudanski, K. & Engelhardt, B. E., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. Association for Computing Machinery, Inc, (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).

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

    10 Scopus citations
  • CutQC: Using small Quantum computers for large Quantum circuit evaluations

    Tang, W., Tomesh, T., Suchara, M., Larson, J. & Martonosi, M., Apr 19 2021, Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2021. Association for Computing Machinery, p. 473-486 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

    Open Access
    95 Scopus citations
  • Designing calibration and expressivity-efficient instruction sets for quantum computing

    Lao, L., Murali, P., Martonosi, M. & Browne, D., Jun 2021, Proceedings - 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture, ISCA 2021. Institute of Electrical and Electronics Engineers Inc., p. 846-859 14 p. (Proceedings - International Symposium on Computer Architecture; vol. 2021-June).

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

    Open Access
    23 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

    21 Scopus citations
  • Disappearing Cryptography in the Bounded Storage Model

    Guan, J. & Zhandry, M., 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. 365-396 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13043 LNCS).

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

    3 Scopus citations
  • Don't be a blockhead: Zoned namespaces make work on conventional SSDs obsolete

    Stavrinos, T., Berger, D. S., Katz-Bassett, E. & Lloyd, W., Jun 1 2021, HotOS 2021 - Proceedings of the 2021 Workshop on Hot Topics in Operating Systems. Association for Computing Machinery, Inc, p. 144-151 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
    39 Scopus citations
  • Dorylus: Affordable, scalable, and accurate GNN training with distributed CPU servers and serverless threads

    Thorpe, J., Qiao, Y., Eyolfson, J., Teng, S., Hu, G., Jia, Z., Wei, J., Vora, K., Netravali, R., Kim, M. & Xu, G. H., 2021, Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021. USENIX Association, p. 495-514 20 p. (Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021).

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

    92 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

    258 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

    Open Access
    11 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
  • End-to-end High Dynamic Range Camera Pipeline Optimization

    Robidoux, N., Seo, D. E., Ariza, F., García Capel, L. E., Sharma, A. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 6293-6303 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    14 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

    167 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

    15 Scopus citations
  • Exponential communication separations between notions of selfishness

    Rubinstein, A., Saxena, R. R., Thomas, C., Matthew Weinberg, S. & Zhao, J., 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. 947-960 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

    Open Access
    5 Scopus citations
  • Facebook’s tectonic filesystem: Efficiency from exascale

    Pan, S., Stavrinos, T., Zhang, Y., Sikaria, A., Zakharov, P., Sharma, A., Shankar, S. P., Shuey, M., Wareing, R., Gangapuram, M., Cao, G., Preseau, C., Singh, P., Patiejunas, K., Tipton, J. R., Katz-Bassett, E. & Lloyd, W., 2021, Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021. USENIX Association, p. 217-231 15 p. (Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021).

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

    50 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
    84 Scopus citations
  • Franchised Quantum Money

    Roberts, B. & Zhandry, M., 2021, Advances in Cryptology – ASIACRYPT 2021 - 27th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings, Part 1. Tibouchi, M. & Wang, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 549-574 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13090 LNCS).

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

    Open Access
    3 Scopus citations
  • Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues

    Julca-Aguilar, F., Taylor, J., Bijelic, M., Mannan, F., Tseng, E. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2918-2928 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    Open Access
    8 Scopus citations
  • Generating Architecture-Level Abstractions from RTL Designs for Processors and Accelerators Part I: Determining Architectural State Variables

    Zeng, Y., Huang, B. Y., Zhang, H., Gupta, A. & Malik, S., 2021, 2021 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2021-November).

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

    7 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

    32 Scopus citations
  • Hidden Cosets and Applications to Unclonable Cryptography

    Coladangelo, A., Liu, J., Liu, Q. & Zhandry, M., 2021, Advances in Cryptology – CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Proceedings. Malkin, T. & Peikert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 556-584 29 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12825 LNCS).

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

    31 Scopus citations
  • HiFi-GAN-2: Studio-Quality Speech Enhancement via Generative Adversarial Networks Conditioned on Acoustic Features

    Su, J., Jin, Z. & Finkelstein, A., 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2021. Institute of Electrical and Electronics Engineers Inc., p. 166-170 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2021-October).

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

    43 Scopus citations
  • Horcrux: Automatic JavaScript parallelism for resource-efficient web computation

    Mardani, S., Goel, A., Ko, R., Madhyastha, H. V. & Netravali, R., 2021, Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2021. USENIX Association, p. 461-477 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

    10 Scopus citations
  • Identifying harmful media in end-to-end encrypted communication: Efficient private membership computation

    Kulshrestha, A. & Mayer, J., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 893-910 18 p. (Proceedings of the 30th USENIX Security Symposium).

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

    23 Scopus citations
  • Improved truthful mechanisms for subadditive combinatorial auctions: Breaking the logarithmic barrier

    Assadi, S., Kesselheim, T. & Singla, S., 2021, ACM-SIAM Symposium on Discrete Algorithms, SODA 2021. Marx, D. (ed.). Association for Computing Machinery, p. 653-661 9 p. (Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms).

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

    18 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

    30 Scopus citations
  • Invited Paper: The Case for Small-Scale, Mobile-Enhanced COVID-19 Epidemiology

    Yi, F., Xie, Y. & Jamieson, K., Oct 18 2021, 2021 19th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2021. Institute of Electrical and Electronics Engineers Inc., (2021 19th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2021).

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

    Open Access
    1 Scopus citations
  • K2: Reading Quickly from Storage across Many Datacenters

    Ngo, K., Lu, H. & Lloyd, W., Jun 2021, Proceedings - 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021. Institute of Electrical and Electronics Engineers Inc., p. 199-211 13 p. (Proceedings - 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021).

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

    1 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
    69 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

    Open Access
    15 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

    Open Access
    15 Scopus citations
  • Leveraging Processor Modeling and Verification for General Hardware Modules

    Xing, Y., Lu, H., Gupta, A. & Malik, S., Feb 1 2021, Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021. Institute of Electrical and Electronics Engineers Inc., p. 1130-1135 6 p. 9474194. (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2021-February).

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

    6 Scopus citations
  • Logical abstractions for noisy variational Quantum algorithm simulation

    Huang, Y., Holtzen, S., Millstein, T., Van Den Broeck, G. & Martonosi, M., Apr 19 2021, Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2021. Association for Computing Machinery, p. 456-472 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

    Open Access
    6 Scopus citations
  • Lucid: A language for control in the data plane

    Sonchack, J., Loehr, D., Rexford, J. & Walker, D., Aug 9 2021, SIGCOMM 2021 - Proceedings of the ACM SIGCOMM 2021 Conference. Association for Computing Machinery, Inc, p. 731-747 17 p. (SIGCOMM 2021 - Proceedings of the ACM SIGCOMM 2021 Conference).

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

    Open Access
    41 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

    910 Scopus citations
  • Marauder: Synergized caching and prefetching for low-risk mobile app acceleration

    Ramanujam, M., Madhyastha, H. V. & Netravali, R., Jun 24 2021, MobiSys 2021 - Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 350-362 13 p. (MobiSys 2021 - Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services).

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

    Open Access
    9 Scopus citations
  • Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging

    Chugunov, I., Baek, S. H., Fu, Q., Heidrich, W. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9112-9122 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
    11 Scopus citations
  • MmWall: A Reconfigurable Metamaterial Surface for mmWave Networks

    Cho, K. W., Mazaheri, M. H., Gummeson, J., Abari, O. & Jamieson, K., Feb 24 2021, HotMobile 2021 - Proceedings of the 22nd International Workshop on Mobile Computing Systems and Applications. Association for Computing Machinery, Inc, p. 118-124 7 p. (HotMobile 2021 - Proceedings of the 22nd International Workshop on Mobile Computing Systems and Applications).

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

    Open Access
    31 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 two-pass streaming algorithm for sampling random walks over directed graphs

    Chen, L., Kol, G., Paramonov, D., Saxena, R. R., Song, Z. & Yu, H., Jul 1 2021, 48th International Colloquium on Automata, Languages, and Programming, ICALP 2021. Bansal, N., Merelli, E. & Worrell, J. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 52. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 198).

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

    8 Scopus citations
  • Neural Auto-Exposure for High-Dynamic Range Object Detection

    Onzon, E., Mannan, F. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 7706-7716 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    31 Scopus citations
  • Neural Scene Graphs for Dynamic Scenes

    Ost, J., Mannan, F., Thuerey, N., Knodt, J. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 2855-2864 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
    146 Scopus citations
  • New Approaches for Quantum Copy-Protection

    Aaronson, S., Liu, J., Liu, Q., Zhandry, M. & Zhang, R., 2021, Advances in Cryptology – CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Proceedings. Malkin, T. & Peikert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 526-555 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12825 LNCS).

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

    22 Scopus citations