49 citations · 89 across the 3 of their papers we have counts for
3 papers
cs.LG2012★ 23 cited
An Adaptive Algorithm for Finite Stochastic Partial Monitoring
Gabor Bartok, Navid Zolghadr, Csaba Szepesvari
We present a new anytime algorithm that achieves near-optimal regret for any instance of finite stochastic partial monitoring. In particular, the new algorithm achieves the minimax…
cs.LG2012★ 17 cited
Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning
Bernardo Avila Pires, Csaba Szepesvari
Motivated by value function estimation in reinforcement learning, we study statistical linear inverse problems, i.e., problems where the coefficients of a linear system to be solve…
cs.LG2012★ 49 cited
Analysis of Kernel Mean Matching under Covariate Shift
Yaoliang Yu, Csaba Szepesvari
In real supervised learning scenarios, it is not uncommon that the training and test sample follow different probability distributions, thus rendering the necessity to correct the…