Publications

26349 results for Science

General Markov Decision Process Framework for Directly Learning Optimal Control Policies
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIAM CT 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ICML 2023
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 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
Generative Adversarial Symmetry Discovery
- - Jianke Yang
  - Robin Walters
  - et al.
- 2023
- ICML 2023
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
- - Zhuqing Liu
  - Xin Zhang
  - et al.
- 2023
- ICML 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2023
- ICML 2023
Learning Prescriptive ReLU Networks
- - Wei Sun
  - Asterios Tsiourvas
- 2023
- ICML 2023
GC-Flow: A Graph-Based Flow Network for Effective Clustering
- - Tianchun Wang
  - Farzaneh Mirzazadeh
  - et al.
- 2023
- ICML 2023
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
- - Yonggui Yan
  - Jie Chen
  - et al.
- 2023
- ICML 2023