Concepedia

Csaba Szepesv ri

CS

Statistics

Publications

5

Citations

367

H-Index

5

Active since

2010

Affiliations

University of Alberta(Current)

Csaba Szepesv ri is an author at University of Alberta specializing in engineering, mathematical programming, and uncertainty quantification.

Top concepts

EngineeringStatisticsData ScienceComputer ScienceMachine LearningStatistical InferenceStochastic OptimizationMathematical ProgrammingUncertainty QuantificationBusiness

Publications per year

2010–2012

5

Publications

5

Toward Off-Policy Learning Control with Function Approximation

Hamid Reza Maei, Csaba Szepesv ri, Shalabh Bhatnagar et al. · International Conference on Machine Learning · 2010 · 175 citations

Model-based reinforcement learning with nearly tight exploration complexity bounds

István Szita, Csaba Szepesv ri · 2010 · 103 citations

Analysis of Kernel Mean Matching under Covariate Shift

Yaoliang Yu, Csaba Szepesv ri · arXiv (Cornell University) · 2012 · 49 citations · Full text

Machine Vision, Machine Learning, Data Science +13

An Adaptive Algorithm for Finite Stochastic Partial Monitoring

Gábor Bartók, Navid Zolghadr, Csaba Szepesv ri · arXiv (Cornell University) · 2012 · 23 citations · Full text

Mathematical Programming, Near-optimal Regret, Engineering +19

Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning

Bernardo Ávila Pires, Csaba Szepesv ri · arXiv (Cornell University) · 2012 · 17 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +17

1–5 of 5