Konstantinos Pitas

2 papers · 2020–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer

Conferences

ACML (1) ICML (1)

Top co-authors

Julyan Arbel (1)

Keywords

variational inference (1) bayesian inference (1) posterior distribution (1) laplace approximation (1) mean-field approximation (1) generalization bound (1) pac-bayes bound (1) overparameterized model (1) neural network (1) test accuracy (1) tempered posterior (1)

Papers

The Fine Print on Tempered Posteriors ACML 2023

Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation ICML 2020