Publications

157 results for Explainable AI

From Pixels to Diagnosis: Algorithmic Analysis of Clinical Oral Photos for Early Detection of Oral Squamous Cell Carcinoma
- - Simona Rabinovici-Cohen
  - Naomi Fridman
  - et al.
- 2024
- Cancers
Plan-SOFAI: A Neuro-Symbolic Planning Architecture
- - Francesco Fabiano
  - Vishal Pallagani
  - et al.
- 2024
- AAAI 2024
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
- - Jiaoyan Chen
  - Hang Dong
  - et al.
- 2024
- TGDK
Area Sampling for Training Geospatial Foundation Models
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- - Amit Dhurandhar
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2023
- NeurIPS 2023
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
- - Michael Hersche
  - Francesco Di Stefano
  - et al.
- 2023
- NeurIPS 2023
Cost-Aware Counterfactuals for Black Box Explanations
- - Natalia Martinez Gil
  - Kanthi Sarpatwar
  - et al.
- 2023
- NeurIPS 2023
Explaining knock-on effects of bias mitigation
- - Svetoslav Nizhnichenkov
  - Rahul Nair
  - et al.
- 2023
- NeurIPS 2023
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction
- - Yuqing Wang
  - Prashanth Vijayaraghavan
  - et al.
- 2023
- EMNLP 2023
Unveiling Safety Vulnerabilities of Large Language Models
- - George Kour
  - Marcel Zalmanovici
  - et al.
- 2023
- EMNLP 2023