Dominik Csiba

According to our database, Dominik Csiba authored at least 5 papers between 2015 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Data sampling strategies in stochastic algorithms for empirical risk minimization.

Dominik Csiba

PhD thesis, 2018

Importance Sampling for Minibatches.

Dominik Csiba, Peter Richtárik

J. Mach. Learn. Res., 2018

Coordinate Descent Faceoff: Primal or Dual?

Dominik Csiba, Peter Richtárik

Proceedings of the Algorithmic Learning Theory, 2018

2015

Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses.

Dominik Csiba, Peter Richtárik

CoRR, 2015

Stochastic Dual Coordinate Ascent with Adaptive Probabilities.

Dominik Csiba, Zheng Qu, Peter Richtárik

Proceedings of the 32nd International Conference on Machine Learning, 2015