Dominik Csiba
Dominik Csiba
Team Leader for Algorithms, Innovatrics
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TitleCited byYear
Stochastic dual coordinate ascent with adaptive probabilities
D Csiba, Z Qu, P Richtárik
Importance sampling for minibatches
D Csiba, P Richtárik
The Journal of Machine Learning Research 19 (1), 962-982, 2018
Primal method for ERM with flexible mini-batching schemes and non-convex losses
D Csiba, P Richtárik
arXiv preprint arXiv:1506.02227, 2015
Global Convergence of Arbitrary-Block Gradient Methods for Generalized Polyak-{\L} ojasiewicz Functions
D Csiba, P Richtárik
arXiv preprint arXiv:1709.03014, 2017
Coordinate descent face-off: Primal or dual?
D Csiba, P Richtárik
arXiv preprint arXiv:1605.08982, 2016
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
Data sampling strategies in stochastic algorithms for empirical risk minimization
D Csiba
arXiv preprint arXiv:1804.00437, 2018
Sampling Strategies for Empirical Risk Minimization
D Csiba
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Articles 1–8