Publications

199 results for Explainable AI

Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- - Shahaf Bassan
  - Ron Eliav
  - et al.
- 2025
- ICLR 2025
Conference paper
Discovering Group Structures via Unitary Representation Learning
- - Ben Huh
- 2025
- ICLR 2025
Conference paper
Rationalization Models for Text-to-SQL
- - Gaetano Rossiello
  - Nhan Pham
  - et al.
- 2025
- ICLR 2025
Workshop paper
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
Talk
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025
Poster
Epistemic Bias as a Means for the Automated Detection of Injustices in Text
- - Kenya Andrews
  - Lamogha Chiazor
- 2025
- AAAI 2025
Workshop paper
Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
- - Amadou Ba
  - Pavithra Harsha
  - et al.
- 2025
- AAAI 2025
Workshop paper
Bridging the Gap Between AI Planning and Reinforcement Learning
- - Zlatan Ajanovi{\'c}
  - Timo Gros
  - et al.
- 2025
- AAAI 2025
Workshop
Concept-based Interpretable Deep Learning
- - Mateo Espinosa Zarlenga
  - Pietro Barbiero
- 2025
- AAAI 2025
Tutorial
PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models
- - Aditi Mishra
  - Bretho Danzy
  - et al.
- 2025
- IEEE TVCG
Paper