conftrace_

Lisa Wimmer

5 papers · 2023–2024 · 4 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) ❓ The Questioner (2)

Conferences

UAI (2) ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Bernd Bischl (4) Eyke Hüllermeier (3) Theodore Papamarkou (2) Yusuf Sale (2) Paul Hofman (2) David Ruegamer (1) Simon Schosser (1) Mina Rezaei (1) Thomas Nagler (1) David Rügamer (1)

Keywords

bayesian inference (1) uncertainty quantification (1) epistemic uncertainty (1) posterior sampling (1) markov chain monte carlo (1) conditional entropy (1) mutual information (1) model averaging (1) bayesian neural network (1) aleatoric uncertainty (1) neural network (1)

Papers

Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization ICLR 2024 Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? ICML 2024 Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract) IJCAI 2024 Label-wise Aleatoric and Epistemic Uncertainty Quantification UAI 2024 Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023