407 citations
- Eindhoven University of TechnologyNL67 papers
- University of AmsterdamNL65 papers
- Vrije Universiteit AmsterdamNL20 papers
- Leiden UniversityNL18 papers
- Centre National de la Recherche ScientifiqueFR15 papers
- Delft University of TechnologyNL15 papers
- Radboud University NijmegenNL15 papers
- College of Western IdahoUS14 papers
- University of WaterlooCA11 papers
- University of OxfordGB8 papers
- University of California, BerkeleyUS7 papers
- University of CambridgeGB7 papers
Showing 2017 · cs.LGShow all
2 papers · 2 filters
cs.LG2017★ 7 cited
A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity
Peter D. Grünwald, Nishant A. Mehta
We present a novel notion of complexity that interpolates between and generalizes some classic existing complexity notions in learning theory: for estimators like empirical risk mi…
cs.LG2017★ 116 cited
Identification of Probabilities
Paul M. B. Vitanyi, Nick Chater
Within psychology, neuroscience and artificial intelligence, there has been increasing interest in the proposal that the brain builds probabilistic models of sensory and linguistic…