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← Authors

Borja Rodríguez-Gálvez

2 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15)

Conferences

ALT (1) JMLR (1)

Top co-authors

Mikael Skoglund (2) Ragnar Thobaben (2) Mahdi Haghifam (1) Daniel M. Roy (1) Gintare Karolina Dziugaite (1)

Keywords

statistical learning (1) learning theory (1) mutual information (1) gradient descent (1) stochastic convex optimization (1) generalization bound (1) pac-bayes bound (1) loss function (1) information-theoretic bound (1)

Papers

More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity JMLR 2024 Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization ALT 2023