Publications

201 results for Explainable AI

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
Optimal Transport for Efficient, Unsupervised Anomaly Detection on Industrial Data
- - Abigail Langbridge
  - Fearghal O'Donncha
  - et al.
- 2024
- Big Data 2024
Conference paper
Future Workload and Cloud Resource Usage: Insights from an Interpretable Forecasting Model
- - Amadou Ba
- 2024
- Big Data 2024
Short paper
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Selective Explanations
- - Lucas Monteiro Paes
  - Dennis Wei
  - et al.
- 2024
- NeurIPS 2024
Conference paper
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Conference paper
Advanced Physics-AI Models for Rain Enhancement in Arid Regions
- - Lloyd Treinish
  - Mukul Tewari
  - et al.
- 2024
- AGU 2024
Talk