Publications

194 results for Explainable AI

Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
- - Amadou Ba
  - Pavithra Harsha
  - et al.
- 2025
- AAAI 2025
Workshop paper
Epistemic Bias as a Means for the Automated Detection of Injustices in Text
- - Kenya Andrews
  - Lamogha Chiazor
- 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
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
Selective Explanations
- - Lucas Monteiro Paes
  - Dennis Wei
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - 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