Stochastic Dual Coordinate Ascent with Adaptive Probabilities. - Dominik Csiba; Zheng Qu 001; Peter Richtárik (ICML, 2015)

Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses. - Dominik Csiba; Peter Richtárik (CoRR, 2015)

Coordinate Descent Faceoff: Primal or Dual? - Dominik Csiba; Peter Richtárik (ALT, 2018)

Importance Sampling for Minibatches. - Dominik Csiba; Peter Richtárik (J. Mach. Learn. Res., 2018)

Data sampling strategies in stochastic algorithms for empirical risk minimization. - Dominik Csiba (2018)