Csiba, Dominik

1. Importance Sampling for Minibatches
   2016/02/06 by Dominik Csiba, Peter Richtárik, Csiba, Dominik +1 · 9 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #cs.LG #math.OC #stat.ML
2. Primal Method for ERM with Flexible Mini-batching Schemes and Non-convex Losses
   2015/06/07 by Dominik Csiba, Csiba, Dominik, Peter Richtárik +1 · 8 citations
   Computer Science · Engineering · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #cs.DS #cs.LG #math.OC #stat.ML
3. Online optimization and regret guarantees for non-additive long-term constraints
   2016/02/17 by Rodolphe Jenatton, Jenatton, Rodolphe, Jim Huang +6 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Search Problems #Risk and Portfolio Optimization #Statistics Theory (math.ST)
4. Global Convergence of Arbitrary-Block Gradient Methods for Generalized Polyak-Łojasiewicz Functions
   2017/09/09 by Csiba, Dominik, Richtárik, Peter · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)