Publications

24897 results for Exploratory Science

General Markov Decision Process Framework for Directly Learning Optimal Control Policies
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIAM CT 2023
Conference paper
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 2023
- ICML 2023
Workshop paper
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
- - Zhuqing Liu
  - Xin Zhang
  - et al.
- 2023
- ICML 2023
Conference paper
GC-Flow: A Graph-Based Flow Network for Effective Clustering
- - Tianchun Wang
  - Farzaneh Mirzazadeh
  - et al.
- 2023
- ICML 2023
Conference paper
Learning Prescriptive ReLU Networks
- - Wei Sun
  - Asterios Tsiourvas
- 2023
- ICML 2023
Conference paper
Proper Scoring Rules for Survival Analysis
- - Hiroki Yanagisawa
- 2023
- ICML 2023
Conference paper
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
Conference paper
Regression with Sensor Data Containing Incomplete Observations
- - Takayuki Katsuki
  - Takayuki Osogami
- 2023
- ICML 2023
Conference paper
Generative Adversarial Symmetry Discovery
- - Jianke Yang
  - Robin Walters
  - et al.
- 2023
- ICML 2023
Conference paper
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
- - Yonggui Yan
  - Jie Chen
  - et al.
- 2023
- ICML 2023
Conference paper