Publications

3593 results for Mathematical Sciences

General Markov Decision Process Framework for Directly Learning Optimal Control Policies
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIAM CT 2023
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
- - Zhuqing Liu
  - Xin Zhang
  - et al.
- 2023
- ICML 2023
End-to-end Differentiable Clustering with Associative Memories
- - Bishwajit Saha
  - Dmitry Krotov
  - et al.
- 2023
- ICML 2023
Bilevel Optimization with Coupled Decision-Dependent Distributions
- - Songtao Lu
- 2023
- ICML 2023
Learning Prescriptive ReLU Networks
- - Wei Sun
  - Asterios Tsiourvas
- 2023
- ICML 2023
Proper Scoring Rules for Survival Analysis
- - Hiroki Yanagisawa
- 2023
- ICML 2023
Regression with Sensor Data Containing Incomplete Observations
- - Takayuki Katsuki
  - Takayuki Osogami
- 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
Generative Adversarial Symmetry Discovery
- - Jianke Yang
  - Robin Walters
  - et al.
- 2023
- ICML 2023
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
- - Ehud Aharoni
  - Allon Adir
  - et al.
- 2023
- PETS 2023