On the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
Poster
Publications
1615 results for Machine Learning
Multi-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
PaperPhysics-Informed Explainable Continual Learning on Graphs
- Ciyuan Peng
- Tao Tang
- et al.
- 2024
- IEEE TNNLS
PaperCommunication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities
- Ankit Pensia
- Varun Jog
- et al.
- 2024
- IEEE Trans. Inf. Theory
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 paperPruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments
- Simone Magnani
- Stefano Braghin
- et al.
- 2023
- Big Data 2023
Workshop paperLearning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning
- Fan Feng
- Sara Magliacane
- 2023
- NeurIPS 2023
Conference paper