| Learning-based compressive MRI B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Çukur, J Scarlett, V Cevher IEEE transactions on medical imaging 37 (6), 1394-1406, 2018 | 165 | 2018 |
| Learning-based compressive subsampling L Baldassarre, YH Li, J Scarlett, B Gözcü, I Bogunovic, V Cevher IEEE Journal of Selected Topics in Signal Processing 10 (4), 809-822, 2016 | 103 | 2016 |
| An Interpretation of the Moore-Penrose Generalized Inverse of a Singular Fisher Information Matrix YH Li, PC Yeh IEEE Tran. Signal Process. 60 (10), 5532-5536, 2012 | 47 | 2012 |
| Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval G Odor, YH Li, A Yurtsever, YP Hsieh, Q Tran-Dinh, M El Halabi, V Cevher 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 36 | 2016 |
| Composite convex minimization involving self-concordant-like cost functions Q Tran-Dinh, YH Li, V Cevher Modelling, Computation and Optimization in Information Systems and …, 2015 | 36 | 2015 |
| Sparsistency of ℓ1-Regularized M-Estimators YH Li, J Scarlett, P Ravikumar, V Cevher Proceedings of the 18th International Conference on Artificial Intelligence …, 2015 | 33* | 2015 |
| Minimizing quantum Rényi divergences via mirror descent with Polyak step size JK You, HC Cheng, YH Li 2022 IEEE International Symposium on Information Theory (ISIT), 252-257, 2022 | 24 | 2022 |
| Convergence of the exponentiated gradient method with Armijo line search YH Li, V Cevher Journal of Optimization Theory and Applications 181 (2), 588-607, 2019 | 24 | 2019 |
| MIMO-OFDM PHY integrated (MOPI) scheme for confidential wireless transmission JP Cheng, YH Li, PC Yeh, CM Cheng 2010 IEEE Wireless Communication and Networking Conference, 1-6, 2010 | 18 | 2010 |
| Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States CE Tsai, HC Cheng, YH Li International Conference on Algorithmic Learning Theory, 1481-1483, 2023 | 15 | 2023 |
| A Geometric View on Constrained M-Estimators YH Li, YP Hsieh, N Zerbib, V Cevher arXiv preprint arXiv:1506.08163, 2015 | 13 | 2015 |
| Consistency of ℓ1-Regularized Maximum-Likelihood for Compressive Poisson Regression YH Li, V Cevher 40th IEEE Int. Conf. Acoustics, Speech and Signal Processing, 2015 | 13 | 2015 |
| Data-dependent bounds for online portfolio selection without Lipschitzness and smoothness CE Tsai, YT Lin, YH Li Advances in Neural Information Processing Systems 36, 62764-62791, 2023 | 9 | 2023 |
| Computing augustin information via hybrid geodesically convex optimization GR Wang, CE Tsai, HC Cheng, YH Li 2024 IEEE International Symposium on Information Theory (ISIT), 2532-2537, 2024 | 7 | 2024 |
| Learning-based subsampling V Cevher, Y Li, I Bogunovic, L Baldassarre, J Scarlett, B Gözcü US Patent App. 14/887,295, 2018 | 7 | 2018 |
| A general convergence result for mirror descent with Armijo line search YH Li, CA Riofrío, V Cevher arXiv preprint arXiv:1805.12232, 2018 | 7 | 2018 |
| Learning data triage: Linear decoding works for compressive MRI YH Li, V Cevher 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 6 | 2016 |
| Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography CE Tsai, HC Cheng, YH Li arXiv preprint arXiv:2211.12880, 2022 | 5 | 2022 |
| Maximum-Likelihood Quantum State Tomography by Cover's Method with Non-Asymptotic Analysis CM Lin, HC Cheng, YH Li arXiv preprint arXiv:2110.00747, 2021 | 5 | 2021 |
| Barrier smoothing for nonsmooth convex minimization Q Tran-Dinh, YH Li, V Cevher 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 5 | 2014 |
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).Verified email at epfl.ch
