Publications

823 results for Trustworthy AI

Plan-SOFAI: A Neuro-Symbolic Planning Architecture
- - Francesco Fabiano
  - Vishal Pallagani
  - et al.
- 2024
- AAAI 2024
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
- - Janvi Thakkar
  - Giulio Zizzo
  - et al.
- 2024
- AAAI 2024
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience
- - Janvi Thakkar
  - Giulio Zizzo
  - et al.
- 2024
- AAAI 2024
MC Layer Normalization for calibrated uncertainty in Deep Learning
- - Thomas Frick
  - Diego Antognini
  - et al.
- 2024
- TMLR
Adversarial Attacks on Fairness of Graph Neural Networks
- - Binchi Zhang
  - Yushun Dong
  - et al.
- 2024
- ICLR 2024
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
- - Jiaoyan Chen
  - Hang Dong
  - et al.
- 2024
- TGDK
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance
- - Hongkang Li
  - Shuai Zhang
  - et al.
- 2024
- Ieee Journal Of Selected Topics In Signal Processing
Area Sampling for Training Geospatial Foundation Models
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
- - Qinyi Chen
  - Negin Golrezaei
  - 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