Slicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2023
- ICML 2023
Workshop paper
Publications
1650 results for Machine Learning
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information
- Divyansh Jhunjhunwala
- Shiqiang Wang
- et al.
- 2023
- ICML 2023
Workshop paperFast Feature Selection with Fairness Constraints
- Francesco Quinzan
- Rajiv Khanna
- et al.
- 2023
- ICML 2023
Workshop paperThe 2nd Workshop on New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
WorkshopEnd-to-end Differentiable Clustering with Associative Memories
- Bishwajit Saha
- Dmitry Krotov
- et al.
- 2023
- ICML 2023
Conference paperLESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- Timothy Castiglia
- Yi Zhou
- et al.
- 2023
- ICML 2023
Conference paperReparameterized Policy Learning for Multimodal Trajectory Optimization
- Zhiao Huang
- Litian Liang
- et al.
- 2023
- ICML 2023
Conference paperPromptBoosting: Black-Box Text Classification with Ten Forward Passes
- Bairu Hou
- Joe O'Connor
- et al.
- 2023
- ICML 2023
Conference paperLearning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
- Pingchuan Ma
- Peter Yichen Chen
- et al.
- 2023
- ICML 2023
Conference paperBiases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies
- Hiroshi Kajino
- Kohei Miyaguchi
- et al.
- 2023
- ICML 2023
Conference paper