Publications

785 results for Trustworthy AI

Adversarial Robustness of Convolutional Models Learned in the Frequency Domain
- - SUBHAJIT CHAUDHURY
  - Toshihiko Yamasaki
- 2024
- ICASSP 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- - Chulin Xie
  - Pin-Yu Chen
  - et al.
- 2024
- IEEE SaTML 2024
Adaptive Conformal Regression with Split-Jackknife+ Scores
- - Nicolas Deutschmann
  - Mattia Rigotti
  - et al.
- 2024
- TMLR
Forecasting adversarial actions using judgment decomposition-recomposition
- - Yolanda Gomez
  - Jesus Rios Aliaga
  - et al.
- 2024
- International Journal of Forecasting
SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models
- - Manish Nagireddy
  - Lamogha Chiazor
  - et al.
- 2024
- AAAI 2024
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
- - Shengwei An
  - Sheng-Yen Chou
  - et al.
- 2024
- AAAI 2024
Fairness-Aware Structured Pruning in Transformers
- - Abdelrahman Zayed
  - Gonçalo Mordido
  - et al.
- 2024
- AAAI 2024
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
- - Nicolas Deutschmann
  - Marvin Alberts
  - et al.
- 2024
- AAAI 2024
Effective Causal Discovery under Identifiable Heteroscedastic Noise Model
- - Naiyu Yin
  - Tian Gao
  - et al.
- 2024
- AAAI 2024
Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning
- - Turgay Caglar
  - Sirine Belhaj
  - et al.
- 2024
- AAAI 2024