Publications

199 results for Explainable AI

Open and Sustainable AI: challenges, opportunities and the road ahead in the life sciences
- - Gavin Farell
  - Eleni Adamidi
  - et al.
- 2026
- Nature Methods
Paper
CLEAR: Error Analysis via LLM-as-a-Judge Made Easy
- - Asaf Yehudai
  - Lilach Edelstein
  - et al.
- 2026
- AAAI 2026
Demo paper
Who Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment
- - Srishti Yadav
  - Jasmina Gajcin
  - et al.
- 2026
- AAAI 2026
Workshop paper
SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- - Vedant Khandelwal
  - Francesca Rossi
  - et al.
- 2026
- AAAI 2026
Tutorial
Advances in Emulating Earth System Models
- - Björn Lütjens
  - Kalyn Dorheim
  - et al.
- 2025
- AGU 2025
Workshop
Secure and Safe AI Agents for Big Data Infrastructures
- - Bhavya Bhavya
  - Sai Sree Laya Chukkapalli
- 2025
- Big Data 2025
Workshop
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Specifying exact circuit algorithms in universal transformers
- - Taku Ito
  - Ruchir Puri
  - et al.
- 2025
- NeurIPS 2025
Workshop paper