Publications

851 results for Trustworthy AI

RADAR: Robust AI-Text Detection via Adversarial Learning
- - Xiaomeng Hu
  - Pin-Yu Chen
  - et al.
- 2023
- NeurIPS 2023
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2023
- NeurIPS 2023
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- - Amit Dhurandhar
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2023
- NeurIPS 2023
Efficient Equivariant Transfer Learning from Pretrained Models
- - Sourya Basu
  - Pulkit Katdare
  - et al.
- 2023
- NeurIPS 2023
Max-Sliced Mutual Information
- - Dor Tsur
  - Ziv Goldfeld
  - et al.
- 2023
- NeurIPS 2023
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
- - Hao Wang
  - Luxi He
  - et al.
- 2023
- NeurIPS 2023
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
- - Robert Alison
  - Anthony Stephenson
  - et al.
- 2023
- NeurIPS 2023
Uncovering and Quantifying Social Biases in Code Generation
- - Yan Liu
  - Xiaokang Chen
  - et al.
- 2023
- NeurIPS 2023
Adapting Fairness Interventions to Missing Values
- - Raymond Feng
  - Flavio Calmon
  - et al.
- 2023
- NeurIPS 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
- - Qinyi Chen
  - Negin Golrezaei
  - et al.
- 2023
- NeurIPS 2023