conftrace_

Michael Sucker

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (9)

Conferences

AISTATS (1) ICML (1) JMLR (1)

Top co-authors

Peter Ochs (3) Jalal Fadili (1)

Keywords

learning to optimize (2) pac-bayesian bound (2) optimization algorithm (2) generalization guarantee (2) pac-bayesian theory (1) hyperparameter optimization (1) pac-bayes theory (1) exponential families (1) stochastic method (1)

Papers

A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation JMLR 2025 PAC-Bayesian Learning of Optimization Algorithms AISTATS 2023