| 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 | 28 | 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 | 22 | 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 | 12 | 2021 |
| 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 | 11 | 2024 |
| 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 | 5 | 2024 |
| Generating sparse stochastic processes using matched splines L Dadi, S Aziznejad, M Unser IEEE Transactions on Signal Processing 68, 4397-4406, 2020 | 5 | 2020 |
| Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling A Davtyan, LT Dadi, V Cevher, P Favaro The Thirteenth International Conference on Learning Representations, 2025 | 4 | 2025 |
| Improving Single Noise Level Denoising Samplers with Restricted Gaussian Oracles LT Dadi, A Janchevski, V Cevher ICLR 2025 Workshop on Deep Generative Model in Machine Learning: Theory …, 2025 | 1 | 2025 |
| Generalization of noisy SGD in unbounded non-convex settings LT Dadi, V Cevher Forty-second International Conference on Machine Learning (ICML 2025), 2025 | | 2025 |
| Convergence to Equilibrium of No-Regret Dynamics in Congestion Games V Cevher, W Chen, L Dadi, J Dong, I Panageas, S Skoulakis, L Viano, ... International Conference on Web and Internet Economics, 513-529, 2024 | | 2024 |
| Finding Actual Descent Directions for Adversarial Training F Latorre*, I Krawczuk*, L Dadi*, T Pethick, V Cevher The Eleventh International Conference on Learning Representations (ICLR) 2023, 2023 | | 2023 |
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).Verified email at epfl.ch
