Zakaria Mhammedi
Australian National University
H-index: 11
Oceania-Australia
Top articles of Zakaria Mhammedi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Projection-Free Online Convex Optimization via Efficient Newton Iterations | Advances in Neural Information Processing Systems | Khashayar Gatmiry Zak Mhammedi | 2024/2/13 |
Efficient model-free exploration in low-rank mdps | Advances in Neural Information Processing Systems | Zak Mhammedi Adam Block Dylan J Foster Alexander Rakhlin | 2024/2/13 |
Exponential Stochastic Inequality | arXiv preprint arXiv:2304.14217 | Peter D Grünwald Muriel F Pérez-Ortiz Zakaria Mhammedi | 2023/4/27 |
Quasi-newton steps for efficient online exp-concave optimization | Zakaria Mhammedi Khashayar Gatmiry | 2023/7/12 | |
Representation learning with multi-step inverse kinematics: An efficient and optimal approach to rich-observation rl | Zakaria Mhammedi Dylan J Foster Alexander Rakhlin | 2023/7/3 | |
Model Predictive Control via On-Policy Imitation Learning | arXiv preprint arXiv:2210.09206 | Kwangjun Ahn Zakaria Mhammedi Horia Mania Zhang-Wei Hong Ali Jadbabaie | 2022/10/17 |
Smooth Model Predictive Control with Applications to Statistical Learning | arXiv preprint arXiv:2306.01914 | Kwangjun Ahn Daniel Pfrommer Jack Umenberger Tobia Marcucci Zak Mhammedi | 2023/6/2 |
Damped online Newton step for portfolio selection | Zakaria Mhammedi Alexander Rakhlin | 2022/6/28 | |
Efficient projection-free online convex optimization with membership oracle | Zakaria Mhammedi | 2022/6/28 | |
Exploiting the curvature of feasible sets for faster projection-free online learning | arXiv preprint arXiv:2205.11470 | Zakaria Mhammedi | 2022/5/23 |
Adaptivity in Online and Statistical Learning | Zakaria Mhammedi | 2021 | |
Risk monotonicity in statistical learning | Advances in Neural Information Processing Systems | Zakaria Mhammedi | 2021/12/6 |
Lipschitz and comparator-norm adaptivity in online learning | Zakaria Mhammedi Wouter M Koolen | 2020/7/15 | |
Learning the linear quadratic regulator from nonlinear observations | Advances in Neural Information Processing Systems | Zakaria Mhammedi Dylan J Foster Max Simchowitz Dipendra Misra Wen Sun | 2020 |
Pac-bayesian bound for the conditional value at risk | Advances in Neural Information Processing Systems | Zakaria Mhammedi Benjamin Guedj Robert C Williamson | 2020 |
Co-Authors
