Peter D. Grünwald

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 12

Top Topics

Maximum Entropy

Making Decisions

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Tom F. Sterkenburg, Peter D. Grünwald
The no-free-lunch theorems of supervised learning. CoRR (2022)
Peter D. Grünwald, Nishant A. Mehta
Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes. J. Mach. Learn. Res. 21 (2020)
Thijs van Ommen, Wouter M. Koolen, Peter D. Grünwald
Efficient Algorithms for Minimax Decisions Under Tree-Structured Incompleteness. ECSQARU (2019)
Zakaria Mhammedi, Peter D. Grünwald, Benjamin Guedj
PAC-Bayes Un-Expected Bernstein Inequality. CoRR (2019)
Peter D. Grünwald, Nishant A. Mehta
A tight excess risk bound via a unified PAC-Bayesian-Rademacher-Shtarkov-MDL complexity. ALT (2019)
Peter D. Grünwald, Nishant A. Mehta
A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity. CoRR (2017)
Peter D. Grünwald, Nishant A. Mehta
Fast Rates with Unbounded Losses. CoRR (2016)
Kostas N. Oikonomou, Peter D. Grünwald
Explicit Bounds for Entropy Concentration Under Linear Constraints. IEEE Trans. Inf. Theory 62 (3) (2016)
Thijs van Ommen, Wouter M. Koolen, Thijs E. Feenstra, Peter D. Grünwald
Robust probability updating. Int. J. Approx. Reason. 74 (2016)
Tim van Erven, Peter D. Grünwald, Nishant A. Mehta, Mark D. Reid, Robert C. Williamson
Fast rates in statistical and online learning. J. Mach. Learn. Res. 16 (2015)
Thijs van Ommen, Wouter M. Koolen, Thijs E. Feenstra, Peter D. Grünwald
Worst-case Optimal Probability Updating. CoRR (2015)
Tim van Erven, Peter D. Grünwald, Nishant A. Mehta, Mark D. Reid, Robert C. Williamson
Fast rates in statistical and online learning. CoRR (2015)
Peter D. Grünwald, Joseph Y. Halpern
A Game-Theoretic Analysis of Updating Sets of Probabilities. CoRR (2014)
Peter D. Grünwald, Joseph Y. Halpern
When Ignorance is Bliss. CoRR (2014)
Peter D. Grünwald, Joseph Y. Halpern
Making Decisions Using Sets of Probabilities: Updating, Time Consistency, and Calibration. CoRR (2014)
Steven de Rooij, Tim van Erven, Peter D. Grünwald, Wouter M. Koolen
Follow the leader if you can, hedge if you must. J. Mach. Learn. Res. 15 (1) (2014)
Peter D. Grünwald, Joseph Y. Halpern
Updating Probabilities. CoRR (2014)
Steven de Rooij, Tim van Erven, Peter D. Grünwald, Wouter M. Koolen
Follow the Leader If You Can, Hedge If You Must CoRR (2013)
Peter D. Grünwald
Maximum Entropy and the Glasses You Are Looking Through CoRR (2013)
Tim van Erven, Peter D. Grünwald, Mark D. Reid, Robert C. Williamson
Mixability in Statistical Learning. NIPS (2012)
Peter D. Grünwald, Wojciech Kotlowski
Bounds on Individual Risk for Log-loss Predictors. COLT (2011)
Peter D. Grünwald, Joseph Y. Halpern
Making Decisions Using Sets of Probabilities: Updating, Time Consistency, and Calibration. J. Artif. Intell. Res. 42 (2011)
Peter D. Grünwald, Paul M. B. Vitányi
Algorithmic information theory CoRR (2008)
Jorma Rissanen, Peter D. Grünwald, Jukka Heikkonen, Petri Myllymäki, Teemu Roos, Juho Rousu
Information Theoretic Methods for Bioinformatics. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Peter D. Grünwald, Joseph Y. Halpern
A Game-Theoretic Analysis of Updating Sets of Probabilities CoRR (2007)
Peter D. Grünwald, Joseph Y. Halpern
When Ignorance is Bliss CoRR (2005)
Peter D. Grünwald, A. Philip Dawid
Game theory, maximum generalized entropy, minimum discrepancy, robust Bayes and Pythagoras. ITW (2002)