Pessimistic Model Selection for Deep Reinforcement Learning
- Chao-Han Huck Yang
- Zhengling Qi
- et al.
- 2023
- UAI 2023
Conference paper
Publications
1671 results for Machine Learning
AI powered, automated discovery of polymer membranes for carbon capture
- Ronaldo Giro
- Hsianghan Hsu
- et al.
- 2023
- npj Computational Materials
PaperActive learning of quantum system Hamiltonians yields query advantage
- Arkopal Dutt
- Edwin Pednault
- et al.
- 2023
- PRResearch
PaperMaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction
- Niharika DSouza
- Hongzhi Wang
- et al.
- 2023
- ICML 2023
Workshop paperFederated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities
- Zheng Xu
- Peter Kairouz
- et al.
- 2023
- ICML 2023
WorkshopWrapping Up Offline RL as part of AutoMLPipeline Workflow
- 2023
- JuliaCon 2023
TalkPAC Generalization via Invariant Representations
- Advait Parulekar
- Karthikeyan Shanmugam
- et al.
- 2023
- ICML 2023
Conference paperUnifying Molecular and Textual Representations via Multi-task Language Modelling
- Dimitrios Christofidellis
- Giorgio Giannone
- et al.
- 2023
- ICML 2023
Conference paperData Efficient Neural Scaling Law via Model Reusing
- Peihao Wang
- Rameswar Panda
- et al.
- 2023
- ICML 2023
Conference paperA New Theoretical Perspective on Data Heterogeneity in Federated Optimization
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2023
- ICML 2023
Workshop paper