High-dimensional order parameters and neural network classifiers applied to amorphous ices
- Zoe Faure-beaulieu
- Volker Deringer
- et al.
- 2024
- The Journal of Chemical Physics
Publications
785 results for Trustworthy AI
LLMGuard: Guarding Against Unsafe LLM Behavior
- Shubh Goyal
- Medha Hira
- 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
Plan-SOFAI: A Neuro-Symbolic Planning Architecture
- Francesco Fabiano
- Vishal Pallagani
- 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
- 2023
- AGU Fall 2023