Bypassing the ambient dimension: Private sgd with gradient subspace identification Y Zhou, ZS Wu, A Banerjee International Conference on Learning Representations, 2021, 2021 | 102 | 2021 |
Differentially private online learning for cloud-based video recommendation with multimedia big data in social networks P Zhou, Y Zhou, D Wu, H Jin IEEE transactions on multimedia 18 (6), 1217-1229, 2016 | 97 | 2016 |
Recmind: Large language model powered agent for recommendation Y Wang, Z Jiang, Z Chen, F Yang, Y Zhou, E Cho, X Fan, X Huang, Y Lu, ... Findings of the Association for Computational Linguistics: NAACL 2024, 2024 | 58 | 2024 |
Hessian based analysis of sgd for deep nets: Dynamics and generalization X Li, Q Gu, Y Zhou, T Chen, A Banerjee Proceedings of the 2020 SIAM International Conference on Data Mining, 190-198, 2020 | 54 | 2020 |
Private stochastic non-convex optimization: Adaptive algorithms and tighter generalization bounds Y Zhou, X Chen, M Hong, ZS Wu, A Banerjee arXiv preprint arXiv:2006.13501, 2020 | 27 | 2020 |
Towards Better Generalization of Adaptive Gradient Methods. Y Zhou, B Karimi, J Yu, Z Xu, P Li Advances in Neural Information Processing Systems 33, 2020 | 20 | 2020 |
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics A Banerjee, T Chen, X Li, Y Zhou Proceedings of the 39th International Conference on Machine Learning, 2022, 2022 | 11 | 2022 |
De-randomized pac-bayes margin bounds: Applications to non-convex and non-smooth predictors A Banerjee, T Chen, Y Zhou arXiv preprint arXiv:2002.09956, 2020 | 8 | 2020 |
Distributed private online learning for social big data computing over data center networks C Li, P Zhou, Y Zhou, K Bian, T Jiang, S Rahardja 2016 IEEE International Conference on Communications (ICC), 1-6, 2016 | 7 | 2016 |
Stable Gradient Descent Y Zhou, S Chen, A Banerjee UAI 2018, 2018 | 4 | 2018 |
Unified contextual query rewriting Y Zhou, J Hao, M Rungta, Y Liu, E Cho, X Fan, Y Lu, V Vasudevan, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 3 | 2023 |
Noisy truncated sgd: Optimization and generalization Y Zhou, X Li, A Banerjee Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 3 | 2022 |
Improving contextual query rewrite for conversational AI agents through user-preference feedback learning Z Sun, Y Zhou, J Hao, X Fan, Y Lu, C Ma, W Shen, C Guo Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 1 | 2023 |
Differentially Private Online Learning for Video Recommendation with Social Big Data over Media Cloud P Zhou, Y Zhou, D Wu, H Jin arXiv preprint arXiv:1509.00181, 2015 | 1 | 2015 |
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees A Banerjee, Q Li, Y Zhou arXiv preprint arXiv:2406.07712, 2024 | | 2024 |