Kotłowski, Wojciech

8 publications

ALT 2021 A Case Where a Spindly Two-Layer Linear Network Decisively Outperforms Any Neural Network with a Fully Connected Input Layer Manfred K. Warmuth, Wojciech Kotłowski, Ehsan Amid

COLT 2020 Open Problem: Fast and Optimal Online Portfolio Selection Tim Van Erven, Dirk Van der Hoeven, Wojciech Kotłowski, Wouter M. Koolen

COLT 2019 Bandit Principal Component Analysis Wojciech Kotłowski, Gergely Neu

ICML 2017 Consistency Analysis for Binary Classification Revisited Krzysztof Dembczyński, Wojciech Kotłowski, Oluwasanmi Koyejo, Nagarajan Natarajan

ALT 2017 Scale-Invariant Unconstrained Online Learning Wojciech Kotłowski

COLT 2011 Bounds on Individual Risk for Log-Loss Predictors Peter D. Grünwald, Wojciech Kotłowski

COLT 2011 Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in On-Line Density Estimation Wojciech Kotłowski, Peter Grünwald

COLT 2011 Minimax Algorithm for Learning Rotations Wojciech Kotłowski, Manfred K. Warmuth