Shahaf Bassan

6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (3) AISTATS (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Guy Katz (4) Guy Amir (2) Yizhak Yisrael Elboher (1) Reda Marzouk (1) Matthias Althoff (1) Shlomit Gur (1) Ron Eliav (1) Meirav Zehavi (1) Jeffrey Rosenschein (1) Yossi Adi (1)

Keywords

unsupervised learning (1) ensemble method (1) symbolic music (1) temporal prediction (1) music segmentation (1) melodic phrase (1) temporal prediction error (1) phrase detection (1)

Papers

On the Computational Tractability of the (Many) Shapley Values AISTATS 2025

Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons ICLR 2025

What makes an Ensemble (Un) Interpretable? ICML 2025

Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations ICML 2025

Local vs. Global Interpretability: A Computational Complexity Perspective ICML 2024

Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors INTERSPEECH 2022