Grünwald, Peter D.

6 publications

JMLR 2020 Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes Peter D. Grünwald, Nishant A. Mehta

ALT 2019 A Tight Excess Risk Bound via a Unified PAC-Bayesian–Rademacher–Shtarkov–MDL Complexity Peter D. Grünwald, Nishant A. Mehta

JMLR 2015 Fast Rates in Statistical and Online Learning Tim van Erven, Peter D. Grünwald, Nishant A. Mehta, Mark D. Reid, Robert C. Williamson

JMLR 2014 Follow the Leader if You Can, Hedge if You Must Steven de Rooij, Tim van Erven, Peter D. Grünwald, Wouter M. Koolen

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

JAIR 2011 Making Decisions Using Sets of Probabilities: Updating, Time Consistency, and Calibration Peter D. Grünwald, Joseph Y. Halpern