Jacob Abernethy
University of Michigan
H-index: 33
North America-United States
Top articles of Jacob Abernethy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Extragradient type methods for Riemannian variational inequality problems | Zihao Hu Guanghui Wang Xi Wang Andre Wibisono Jacob D Abernethy | 2024/4/18 | |
A mechanism for sample-efficient in-context learning for sparse retrieval tasks | arXiv preprint arXiv:2305.17040 | Jacob Abernethy Alekh Agarwal Teodor V Marinov Manfred K Warmuth | 2023/5/26 |
Riemannian Projection-free Online Learning | Advances in Neural Information Processing Systems | Zihao Hu Guanghui Wang Jacob D Abernethy | 2024/2/13 |
Faster Margin Maximization Rates for Generic Optimization Methods | Advances in Neural Information Processing Systems | Guanghui Wang Zihao Hu Vidya Muthukumar Jacob D Abernethy | 2024/2/13 |
Lexicographic Optimization: Algorithms and Stability | Jacob D Abernethy Robert Schapire Umar Syed | 2024/4/18 | |
Artificial Intelligence for Climate Smart Forestry: A Forward Looking Vision | Feng Luo Ling Liu G Geoff Wang Vijay Kumar Mark S Ashton | 2023/11/1 | |
On the robustness of epoch-greedy in multi-agent contextual bandit mechanisms | arXiv preprint arXiv:2307.07675 | Yinglun Xu Bhuvesh Kumar Jacob Abernethy | 2023/7/15 |
Minimizing dynamic regret on geodesic metric spaces | Zihao Hu Guanghui Wang Jacob D Abernethy | 2023/7/12 | |
No-regret dynamics in the fenchel game: A unified framework for algorithmic convex optimization | Mathematical Programming | Jun-Kun Wang Jacob Abernethy Kfir Y Levy | 2023/6/22 |
Randomized quantization is all you need for differential privacy in federated learning | arXiv preprint arXiv:2306.11913 | Yeojoon Youn Zihao Hu Juba Ziani Jacob Abernethy | 2023/6/20 |
8 Perturbation Techniques in Online | Perturbations, Optimization, and Statistics | Jacob Abernethy | 2023/12/5 |
Adaptive oracle-efficient online learning | Advances in Neural Information Processing Systems | Guanghui Wang Zihao Hu Vidya Muthukumar Jacob D Abernethy | 2022/12/6 |
Accelerated federated optimization with quantization | Yeojoon Youn Bhuvesh Kumar Jacob Abernethy | 2022/10/21 | |
On accelerated perceptrons and beyond | arXiv preprint arXiv:2210.09371 | Guanghui Wang Rafael Hanashiro Etash Guha Jacob Abernethy | 2022/10/17 |
Activehedge: Hedge meets active learning | Bhuvesh Kumar Jacob D Abernethy Venkatesh Saligrama | 2022/6/28 | |
Fast convergence of fictitious play for diagonal payoff matrices | Jacob Abernethy Kevin A Lai Andre Wibisono | 2021 | |
Understanding How Over-Parametrization Leads to Acceleration: A case of learning a single teacher neuron | Jun-Kun Wang Jacob Abernethy | 2021/11/28 | |
A modular analysis of provable acceleration via polyak’s momentum: Training a wide relu network and a deep linear network | Jun-Kun Wang Chi-Heng Lin Jacob D Abernethy | 2021/7/1 | |
Escaping saddle points faster with stochastic momentum | arXiv preprint arXiv:2106.02985 | Jun-Kun Wang Chi-Heng Lin Jacob Abernethy | 2021/6/5 |
A multiclass boosting framework for achieving fast and provable adversarial robustness | arXiv preprint arXiv:2103.01276 | Jacob Abernethy Pranjal Awasthi Satyen Kale | 2021/3/1 |
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