Publications

1650 results for Machine Learning

AI powered, automated discovery of polymer membranes for carbon capture
- - Ronaldo Giro
  - Hsianghan Hsu
  - et al.
- 2023
- npj Computational Materials
Paper
Active learning of quantum system Hamiltonians yields query advantage
- - Arkopal Dutt
  - Edwin Pednault
  - et al.
- 2023
- PRResearch
Paper
MaxCorrMGNN: 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 paper
Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities
- - Zheng Xu
  - Peter Kairouz
  - et al.
- 2023
- ICML 2023
Workshop
Wrapping Up Offline RL as part of AutoMLPipeline Workflow
- - Paulito Palmes
- 2023
- JuliaCon 2023
Talk
PAC Generalization via Invariant Representations
- - Advait Parulekar
  - Karthikeyan Shanmugam
  - et al.
- 2023
- ICML 2023
Conference paper
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ICML 2023
Conference paper
Data Efficient Neural Scaling Law via Model Reusing
- - Peihao Wang
  - Rameswar Panda
  - et al.
- 2023
- ICML 2023
Conference paper
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2023
- ICML 2023
Workshop paper
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
Workshop paper