| Contextual bandits with large action spaces: Made practical Y Zhu, DJ Foster, J Langford, P Mineiro International Conference on Machine Learning, 27428-27453, 2022 | 39 | 2022 |
| On regret with multiple best arms Y Zhu, R Nowak Advances in Neural Information Processing Systems 33, 9050-9060, 2020 | 25 | 2020 |
| Efficient active learning with abstention Y Zhu, R Nowak Advances in Neural Information Processing Systems 35, 35379-35391, 2022 | 23 | 2022 |
| Pure exploration in kernel and neural bandits Y Zhu, D Zhou, R Jiang, Q Gu, R Willett, R Nowak Advances in neural information processing systems 34, 11618-11630, 2021 | 21 | 2021 |
| Contextual bandits with smooth regret: Efficient learning in continuous action spaces Y Zhu, P Mineiro International Conference on Machine Learning, 27574-27590, 2022 | 17 | 2022 |
| Pareto optimal model selection in linear bandits Y Zhu, R Nowak International Conference on Artificial Intelligence and Statistics, 6793-6813, 2022 | 14 | 2022 |
| An experimental design framework for label-efficient supervised finetuning of large language models G Bhatt, Y Chen, AM Das, J Zhang, ST Truong, S Mussmann, Y Zhu, ... arXiv preprint arXiv:2401.06692, 2024 | 13 | 2024 |
| ReabsNet: Detecting and revising adversarial examples J Chen, Z Meng, C Sun, W Tang, Y Zhu arXiv preprint arXiv:1712.08250, 2017 | 13 | 2017 |
| Labelbench: A comprehensive framework for benchmarking adaptive label-efficient learning J Zhang, Y Chen, G Canal, S Mussmann, AM Das, G Bhatt, Y Zhu, ... arXiv preprint arXiv:2306.09910, 2023 | 8 | 2023 |
| Active learning with neural networks: Insights from nonparametric statistics Y Zhu, R Nowak Advances in Neural Information Processing Systems 35, 142-155, 2022 | 7 | 2022 |
| Near instance optimal model selection for pure exploration linear bandits Y Zhu, J Katz-Samuels, R Nowak International Conference on Artificial Intelligence and Statistics, 6735-6769, 2022 | 7 | 2022 |
| Robust outlier arm identification Y Zhu, S Katariya, R Nowak International Conference on Machine Learning, 11566-11575, 2020 | 5 | 2020 |
| LabelBench: A comprehensive framework for benchmarking label-efficient learning J Zhang, Y Chen, G Canal, S Mussmann, Y Zhu, SS Du, K Jamieson, ... arXiv preprint arXiv:2306.09910, 2023 | 3 | 2023 |
| Efficient sequential decision making with large language models D Chen, Q Zhang, Y Zhu arXiv preprint arXiv:2406.12125, 2024 | 1 | 2024 |
| Infinite action contextual bandits with reusable data exhaust M Rucker, Y Zhu, P Mineiro International Conference on Machine Learning, 29259-29274, 2023 | 1 | 2023 |
| Efficient Sparse PCA via Block-Diagonalization A Del Pia, D Zhou, Y Zhu arXiv preprint arXiv:2410.14092, 2024 | | 2024 |
| Interactive Machine Learning: From Theory to Scale Y Zhu University of Wisconsin-Madison, 2023 | | 2023 |
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerifisert e-postadresse på wisc.edu
