Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining
- Tim Kaler
- Nickolas Stathas
- et al.
- 2022
- MLSys 2022
Publications
1498 results for Machine Learning
Workshop on Cross-Community Federated Learning: Algorithms, Systems and Co-designs
- 2022
- MLSys 2022
A Principled Method for the Creation of Synthetic Multi-Fidelity Data Sets
- Clyde Fare
- Peter Fenner
- et al.
- 2022
- arXiv
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- 2022
- ACS Fall 2022
Bridging the gap between rule-based expert systems and machine learning in computer-aided retrosynthetic design
- Daniel Probst
- Anastasia Sveshnikova
- et al.
- 2022
- ACS Fall 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- ACS Fall 2022
Combining high-quality, humanly curated data with language models: the dawn of on-demand machine learning models for digital chemistry
- Alain Vaucher
- Fiona Shortt de Hernandez
- et al.
- 2022
- ACS Fall 2022
Combining physics-based modeling and graph neural networks for drug discovery
- 2022
- ACS Fall 2022
Augmented disconnection aware retrosynthesis to facilitate user interaction
- Amol Thakkar
- Andrea Antonia Byekwaso
- et al.
- 2022
- ACS Fall 2022
Regression transformer: Concurrent property prediction and conditional molecular generation
- 2022
- ACS Fall 2022