Publications

44 results at ICML 2023

Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- - Jiaqi Zhang
  - Chandler Squires
  - et al.
- 2023
- ICML 2023
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2023
- ICML 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 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
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2023
- ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- - Timothy Castiglia
  - Yi Zhou
  - et al.
- 2023
- ICML 2023
Regression with Sensor Data Containing Incomplete Observations
- - Takayuki Katsuki
  - Takayuki Osogami
- 2023
- ICML 2023
Learning Prescriptive ReLU Networks
- - Wei Sun
  - Asterios Tsiourvas
- 2023
- ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
- - Wang Zhang
  - Tsui-Wei Weng
  - et al.
- 2023
- ICML 2023