Classical Verification of Quantum Learning
- Matthias Caro
- Marcel Hinsche
- et al.
- 2024
- ITCS 2024
Conference paper
Publications
1667 results for Machine Learning
Unsupervised and supervised AI on molecular dynamics simulations reveals complex characteristics of HLA-A2-peptide immunogenicity
- 2024
- Briefings in Bioinformatics
PaperOn the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
PosterMulti-decadal trends of low-clouds at the Tropical Montane Cloud Forests
- J. Antonio Guzmán Q.
- Hendrik F. Hamann
- et al.
- 2024
- Ecol. Indic.
PaperAdversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2024
- IEEE Access
PaperCommunication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities
- Ankit Pensia
- Varun Jog
- et al.
- 2024
- IEEE Trans. Inf. Theory
PaperPhysics-Informed Explainable Continual Learning on Graphs
- Ciyuan Peng
- Tao Tang
- et al.
- 2024
- IEEE TNNLS
PaperInternational Workshop on Federated Learning in the Age of Foundation Models
- Jinghui Chen
- Lixin Fan
- et al.
- 2023
- NeurIPS 2023
WorkshopIDMU: Impact Driven Machine Unlearning
- Shubhi Asthana
- Bing Zhang
- et al.
- 2023
- Big Data 2023
Conference paperTensorBank: Tensor Lakehouse for Foundation Model Training
- Romeo Kienzler
- Johannes Schmude
- et al.
- 2023
- Big Data 2023
Short paper