| SGD on Neural Networks Learns Functions of Increasing Complexity P Nakkiran, G Kaplun, D Kalimeris, T Yang, B Edelman, F Zhang, B Barak Advances in Neural Information Processing Systems (NeurIPS), 2019 | 271* | 2019 |
| Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms A Wei, F Zhang Advances in Neural Information Processing Systems (NeurIPS), 2020 | 100 | 2020 |
| Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization SB Hopkins, J Li, F Zhang Advances in Neural Information Processing Systems (NeurIPS), 2020 | 77 | 2020 |
| Towards Best Practices of Activation Patching in Language Models: Metrics and Methods F Zhang, N Nanda International Conference on Learning Representations (ICLR), 2024 | 55 | 2024 |
| Faster Fundamental Graph Algorithms via Learned Predictions JY Chen, S Silwal, A Vakilian, F Zhang International Conference on Machine Learning (ICML), 2022 | 55 | 2022 |
| Privately Estimating a Gaussian: Efficient, Robust and Optimal D Alabi, PK Kothari, P Tankala, P Venkat, F Zhang ACM Symposium on Theory of Computing (STOC), 2023 | 40 | 2023 |
| A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Z Lei, K Luh, P Venkat, F Zhang Conference on Learning Theory (COLT), 2020 | 40 | 2020 |
| Minimum Cut and Minimum k-Cut in Hypergraphs via Branching Contractions K Fox, D Panigrahi, F Zhang ACM-SIAM Symposium on Discrete Algorithms (SODA), 2019 | 27* | 2019 |
| Approaching Human-Level Forecasting with Language Models D Halawi*, F Zhang*, C Yueh-Han*, J Steinhardt Advances in Neural Information Processing Systems (NeurIPS), 2024 | 22 | 2024 |
| Online Prediction in Sub-linear Space B Peng, F Zhang ACM-SIAM Symposium on Discrete Algorithms (SODA), 2023 | 20 | 2023 |
| On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds D Woodruff, F Zhang, S Zhou Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 10* | 2023 |
| Robust Algorithms on Adaptive Inputs from Bounded Adversaries Y Cherapanamjeri, S Silwal, DP Woodruff, F Zhang, Q Zhang, S Zhou International Conference on Learning Representations (ICLR), 2023 | 10 | 2023 |
| Optimal Query Complexities for Dynamic Trace Estimation DP Woodruff, F Zhang, Q Zhang Advances in Neural Information Processing Systems (NeurIPS), 2022 | 4 | 2022 |
| Constant Approximation for Individual Preference Stable Clustering A Aamand, JY Chen, A Liu, S Silwal, P Sukprasert, A Vakilian, F Zhang Advances in Neural Information Processing Systems (NeurIPS), 2023 | 3 | 2023 |
| Bayesian Strategy-Proof Facility Location via Robust Estimation E Zampetakis, F Zhang International Conference on Artificial Intelligence and Statistics (AISTATS), 2023 | 3 | 2023 |
| ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities E Karger, H Bastani, C Yueh-Han, Z Jacobs, D Halawi, F Zhang, P Tetlock arXiv preprint 2409.19839, 2024 | 1 | 2024 |
| Algorithms for Robust and Memory-Efficient Learning F Zhang University of California, Berkeley, 2024 | | 2024 |
| Adaptive Regret for Bandits Made Possible: Two Queries Suffice Z Lu, Q Zhang, X Chen, F Zhang, D Woodruff, E Hazan International Conference on Learning Representations (ICLR), 2024 | | 2024 |
