フォロー
Fred Zhang
Fred Zhang
PhD Candidate, UC Berkeley
確認したメール アドレス: berkeley.edu - ホームページ
タイトル
引用先
引用先
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
236*2019
Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms
A Wei, F Zhang
Advances in Neural Information Processing Systems (NeurIPS), 2020
822020
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
672020
Faster Fundamental Graph Algorithms via Learned Predictions
JY Chen, S Silwal, A Vakilian, F Zhang
International Conference on Machine Learning (ICML), 2022
402022
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
372020
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
312023
Towards Best Practices of Activation Patching in Language Models: Metrics and Methods
F Zhang, N Nanda
International Conference on Learning Representations (ICLR), 2024
262024
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
23*2019
Online Prediction in Sub-linear Space
B Peng, F Zhang
ACM-SIAM Symposium on Discrete Algorithms (SODA), 2023
182023
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
7*2023
Approaching Human-Level Forecasting with Language Models
D Halawi*, F Zhang*, C Yueh-Han*, J Steinhardt
arXiv preprint arXiv:2402.18563, 2024
52024
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
42023
Optimal Query Complexities for Dynamic Trace Estimation
DP Woodruff, F Zhang, Q Zhang
Advances in Neural Information Processing Systems (NeurIPS), 2022
32022
Constant Approximation for Individual Preference Stable Clustering
A Aamand, JY Chen, A Liu, S Silwal, P Sukprasert, A Vakilian, F Zhang
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
22023
Bayesian Strategy-Proof Facility Location via Robust Estimation
E Zampetakis, F Zhang
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
22023
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
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