MC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
Publications
1487 results for Machine Learning
Classical Verification of Quantum Learning
- Matthias Caro
- Marcel Hinsche
- et al.
- 2024
- ITCS 2024
Unsupervised and supervised AI on molecular dynamics simulations reveals complex characteristics of HLA-A2-peptide immunogenicity
- 2024
- Briefings in Bioinformatics
Neural Active Learning Beyond Bandits
- Yikun Ban
- Ishika Agarwal
- et al.
- 2024
- ICLR 2024
Adversarial Attacks on Fairness of Graph Neural Networks
- Binchi Zhang
- Yushun Dong
- et al.
- 2024
- ICLR 2024
On the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
Multi-decadal trends of low-clouds at the Tropical Montane Cloud Forests
- J. Antonio Guzmán Q.
- Hendrik F. Hamann
- et al.
- 2024
- Ecol. Indic.
Physics-Informed Explainable Continual Learning on Graphs
- Ciyuan Peng
- Tao Tang
- et al.
- 2024
- IEEE TNNLS
Communication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities
- Ankit Pensia
- Varun Jog
- et al.
- 2024
- IEEE Trans. Inf. Theory
Adversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2024
- IEEE Access