| Importance sampling for minibatches D Csiba, P Richtárik Journal of Machine Learning Research 19 (27), 1-21, 2018 | 130 | 2018 |
| Stochastic dual coordinate ascent with adaptive probabilities D Csiba, Z Qu, P Richtárik | 105 | 2015 |
| Global Convergence of Arbitrary-Block Gradient Methods for Generalized Polyak-{\L} ojasiewicz Functions D Csiba, P Richtárik arXiv preprint arXiv:1709.03014, 2017 | 30 | 2017 |
| Primal method for ERM with flexible mini-batching schemes and non-convex losses D Csiba, P Richtárik arXiv preprint arXiv:1506.02227, 2015 | 21 | 2015 |
| Coordinate Descent Faceoff: Primal or Dual? D Csiba, P Richtárik Algorithmic Learning Theory, 246-267, 2018 | 17 | 2018 |
| Online optimization and regret guarantees for non-additive long-term constraints R Jenatton, J Huang, D Csiba, C Archambeau arXiv preprint arXiv:1602.05394, 2016 | 16 | 2016 |
| Data sampling strategies in stochastic algorithms for empirical risk minimization D Csiba arXiv preprint arXiv:1804.00437, 2018 | 2 | 2018 |
Peter RichtarikProfessor, KAUSTVerified email at kaust.edu.sa
