Volkan Cevher
École Polytechnique Fédérale de Lausanne
H-index: 60
Europe-Switzerland
Top articles of Volkan Cevher
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generalization of Scaled Deep ResNets in the Mean-Field Regime | arXiv preprint arXiv:2403.09889 | Yihang Chen Fanghui Liu Yiping Lu Grigorios G Chrysos Volkan Cevher | 2024/3/14 |
Efficient Online Clustering with Moving Costs | Advances in Neural Information Processing Systems | Dimitrios Christou Stratis Skoulakis Volkan Cevher | 2024/2/13 |
Exponential Lower Bounds for Fictitious Play in Potential Games | Advances in Neural Information Processing Systems | Ioannis Panageas Nikolas Patris Stratis Skoulakis Volkan Cevher | 2024/2/13 |
Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games | arXiv preprint arXiv:2401.09628 | Leello Dadi Ioannis Panageas Stratis Skoulakis Luca Viano Volkan Cevher | 2024/1/17 |
Extreme Miscalibration and the Illusion of Adversarial Robustness | arXiv preprint arXiv:2402.17509 | Vyas Raina Samson Tan Volkan Cevher Aditya Rawal Sheng Zha | 2024/2/27 |
On the convergence of encoder-only shallow transformers | Yongtao Wu Fanghui Liu Grigorios Chrysos Volkan Cevher | 2023/11/2 | |
Initialization matters: Privacy-utility analysis of overparameterized neural networks | Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023) | Jiayuan Ye Zhenyu Zhu Fanghui Liu Reza Shokri Volkan Cevher | 2023/10/31 |
MADA: Meta-Adaptive Optimizers through hyper-gradient Descent | arXiv preprint arXiv:2401.08893 | Kaan Ozkara Can Karakus Parameswaran Raman Mingyi Hong Shoham Sabach | 2024/1/17 |
Truly No-Regret Learning in Constrained MDPs | arXiv preprint arXiv:2402.15776 | Adrian Müller Pragnya Alatur Volkan Cevher Giorgia Ramponi Niao He | 2024/2/24 |
Maximum Independent Set: Self-Training through Dynamic Programming | Advances in Neural Information Processing Systems | Lorenzo Brusca Lars CPM Quaedvlieg Stratis Skoulakis Grigorios Chrysos Volkan Cevher | 2024/2/13 |
Universal Gradient Methods for Stochastic Convex Optimization | arXiv preprint arXiv:2402.03210 | Anton Rodomanov Ali Kavis Yongtao Wu Kimon Antonakopoulos Volkan Cevher | 2024/2/5 |
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate | arXiv preprint arXiv:2401.03058 | Ruichen Jiang Parameswaran Raman Shoham Sabach Aryan Mokhtari Mingyi Hong | 2024/1/5 |
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks | arXiv preprint arXiv:2404.18769 | Fanghui Liu Leello Dadi Volkan Cevher | 2024/4/29 |
Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks | arXiv preprint arXiv:2402.09177 | Yixin Cheng Markos Georgopoulos Volkan Cevher Grigorios G Chrysos | 2024/2/14 |
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling | Advances in Neural Information Processing Systems | Zhenyu Zhu Francesco Locatello Volkan Cevher | 2024/2/13 |
Multilinear Operator Networks | arXiv preprint arXiv:2401.17992 | Yixin Cheng Grigorios G Chrysos Markos Georgopoulos Volkan Cevher | 2024/1/31 |
Robust NAS under adversarial training: benchmark, theory, and beyond | arXiv preprint arXiv:2403.13134 | Yongtao Wu Fanghui Liu Carl-Johann Simon-Gabriel Grigorios G Chrysos Volkan Cevher | 2024/3/19 |
Alternation makes the adversary weaker in two-player games | Volkan Cevher Ashok Cutkosky Ali Kavis Georgios Piliouras Stratis Skoulakis | 2023/11/2 | |
Stable nonconvex-nonconcave training via linear interpolation | Advances in Neural Information Processing Systems | Thomas Pethick Wanyun Xie Volkan Cevher | 2024/2/13 |
Efficient local linearity regularization to overcome catastrophic overfitting | Elias Abad Rocamora Fanghui Liu Grigorios G Chrysos Pablo M Olmos Volkan Cevher | 2024/1/21 |
Co-Authors
