A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2023
- ICML 2023
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44 results at ICML 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
Co-creating a globally interpretable model with human inputs
- 2023
- ICML 2023
Fast Feature Selection with Fairness Constraints
- Francesco Quinzan
- Rajiv Khanna
- et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- Timothy Castiglia
- Yi Zhou
- et al.
- 2023
- ICML 2023
Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies
- Hiroshi Kajino
- Kohei Miyaguchi
- et al.
- 2023
- ICML 2023
On the Forward Invariance of Neural ODEs
- Wei Xiao
- Tsun-Hsuan Wang
- et al.
- 2023
- ICML 2023
Simple Disentanglement of Style and Content in Visual Representations
- Lilian Ngweta
- Subha Maity
- et al.
- 2023
- ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
- Sihui Dai
- Saeed Mahloujifar
- et al.
- 2023
- ICML 2023