Shahaf Bassan

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

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)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Deep Learning (2) Core Methods (2) Learning Types (2) Computer Science (1) Application Areas (1) Architectures (1) Foundations (1) Optimization & Theory (1)

Keywords

computational complexity (3) decision tree (2) neural network (2) model explanation (2) linear model (2) hidden markov model (1) ensemble method (1) neural network verification (1) local interpretability (1) sufficient explanation (1) shapley additive explanation (1) self-supervised training (1) symbolic music (1) temporal prediction (1) global interpretability (1) music segmentation (1) melodic phrase (1) sufficient reason (1) temporal prediction error (1) phrase detection (1)

Papers

Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations ICML 2025 Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons ICLR 2025 On the Computational Tractability of the (Many) Shapley Values AISTATS 2025 What makes an Ensemble (Un) Interpretable? ICML 2025 Local vs. Global Interpretability: A Computational Complexity Perspective ICML 2024 Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors Interspeech 2022