Publications

117 results for Fairness, Accountability, Transparency

Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- - Assala Benmalek
  - Celia Cintas
  - et al.
- 2024
- ISBI 2024
Conference paper
Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions
- - Hyo Jin Do
  - Rachel Ostrand
  - et al.
- 2024
- CHI 2024
Workshop paper
Prompt Templates: A Methodology for Improving Manual Red Teaming Performance
- - Brandon Dominique
  - David Piorkowski
  - et al.
- 2024
- CHI 2024
Workshop paper
An Investigation of Representation and Allocation Harms in Contrastive Learning
- - Subha Maity
  - Mayank Agarwal
  - et al.
- 2024
- ICLR 2024
Conference paper
Manifold-Aligned Counterfactual Explanations for Neural Networks
- - Georgia Perakis
  - Wei Sun
  - et al.
- 2024
- AISTATS 2024
Conference paper
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers
- - Natalia Martinez Gil
  - Martin Bertran
  - et al.
- 2024
- AISTATS 2024
Conference paper
Adversarial Robustness of Convolutional Models Learned in the Frequency Domain
- - SUBHAJIT CHAUDHURY
  - Toshihiko Yamasaki
- 2024
- ICASSP 2024
Conference paper
Fairness-Aware Structured Pruning in Transformers
- - Abdelrahman Zayed
  - Gonçalo Mordido
  - et al.
- 2024
- AAAI 2024
Conference paper
LLMGuard: Guarding against Unsafe LLM Behavior
- - Shubh Goyal
  - Medha Hira
  - et al.
- 2024
- AAAI 2024
Demo paper
Sustainable Computing: Measuring Application Energy Consumption in Kubernetes Environments with Kepler
- - Marcelo Amaral
  - Sunyanan Choochotkaew
- 2024
- KubeCon EU 2024
Talk