| The spectral bias of polynomial neural networks M Choraria, LT Dadi, G Chrysos, J Mairal, V Cevher 10th International Conference on Learning Representations (ICLR), Virtual …, 2022 | 19 | 2022 |
| Adaptive stochastic variance reduction for non-convex finite-sum minimization A Kavis, S Skoulakis, K Antonakopoulos, LT Dadi, V Cevher Advances in Neural Information Processing Systems 35, 23524-23538, 2022 | 12 | 2022 |
| The effect of the intrinsic dimension on the generalization of quadratic classifiers F Latorre, LT Dadi, P Rolland, V Cevher Advances in Neural Information Processing Systems 34, 21138-21149, 2021 | 10 | 2021 |
| Generating sparse stochastic processes using matched splines L Dadi, S Aziznejad, M Unser IEEE Transactions on Signal Processing 68, 4397-4406, 2020 | 6 | 2020 |
| Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games L Dadi, I Panageas, S Skoulakis, L Viano, V Cevher Agentic Markets Workshop, ICML 2024, 2024 | 1 | 2024 |
| Efficient Continual Finite-Sum Minimization I Mavrothalassitis, S Skoulakis, LT Dadi, V Cevher arXiv preprint arXiv:2406.04731, 2024 | | 2024 |
| Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks F Liu, L Dadi, V Cevher Journal of Machine Learning Research 25 (138), 1-42, 2024 | | 2024 |
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar.Verified email at epfl.ch
