Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- Shahaf Bassan
- Ron Eliav
- et al.
- 2025
- ICLR 2025
Publications
170 results for Explainable AI
Shedding Light on Time Series Classification using Interpretability Gated Networks
- Yunshi Wen
- Tengfei Ma
- et al.
- 2025
- ICLR 2025
Discovering Group Structures via Unitary Representation Learning
- Ben Huh
- 2025
- ICLR 2025
Rationalization Models for Text-to-SQL
- Gaetano Rossiello
- Nhan Pham
- et al.
- 2025
- ICLR 2025
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- 2025
- ACS Spring 2025
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- Steve Carrow
- Kyle Harper Erwin
- et al.
- 2025
- AAAI 2025
Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
- Amadou Ba
- Pavithra Harsha
- et al.
- 2025
- AAAI 2025
Epistemic Bias as a Means for the Automated Detection of Injustices in Text
- Kenya Andrews
- Lamogha Chiazor
- 2025
- AAAI 2025
Bridging the Gap Between AI Planning and Reinforcement Learning
- Zlatan Ajanovi{\'c}
- Timo Gros
- et al.
- 2025
- AAAI 2025
How well can a large language model explain business processes as perceived by users?
- Dirk Fahland
- Fabiana Fournier
- et al.
- 2025
- DKE