MC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
Paper
Publications
960 results for Trustworthy AI
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
- Jiaoyan Chen
- Hang Dong
- et al.
- 2024
- TGDK
PaperHow 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
PaperArea Sampling for Training Geospatial Foundation Models
- 2023
- AGU Fall 2023
Conference paperRADAR: Robust AI-Text Detection via Adversarial Learning
- Xiaomeng Hu
- Pin-Yu Chen
- et al.
- 2023
- NeurIPS 2023
Conference paperLocally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- 2023
- NeurIPS 2023
Conference paperNear-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
- Ilias Diakonikolas
- Daniel Kane
- et al.
- 2023
- NeurIPS 2023
Conference paperLearning Human Action Recognition Representations Without Real Humans
- Howard Zhong
- Samarth Mishra
- et al.
- 2023
- NeurIPS 2023
Conference paperAleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
- Hao Wang
- Luxi He
- et al.
- 2023
- NeurIPS 2023
Conference paperCookie Consent Has Disparate Impact on Estimation Accuracy
- Erik Miehling
- Rahul Nair
- et al.
- 2023
- NeurIPS 2023
Conference paper