conftrace_

Erik Strumbelj

3 papers · 2010–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🏃 Academic Marathon (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11)

🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

JMLR (2) ICML (1)

Top co-authors

Matej Pičulin (1) Igor Kononenko (1) Gregor Pirs (1) Bernarda Petek (1) Irena Ograjenšek (1)

Keywords

bayesian ensemble (1) bayesian inference (1) gibbs sampling (1) gibbs sampler (1) ensemble method (1) model explanation (1) shapley value (1) probabilistic classifier (1) multivariate normal mixture (1) opinion pool (1) feature contribution (1) coalitional game theory (1) individual prediction (1)

Papers

Position: Explainable AI Cannot Advance Without Better User Studies ICML 2025 Bayesian Combination of Probabilistic Classifiers using Multivariate Normal Mixtures JMLR 2019 An Efficient Explanation of Individual Classifications using Game Theory JMLR 2010