Accelerating material design with the generative toolkit for scientific discovery
- Matteo Manica
- Jannis Born
- et al.
- 2023
- npj Computational Materials
Publications
3538 results for Mathematical Sciences
Single-shot General Hyper-parameter Optimization for Federated Learning
- Yi Zhou
- Parikshit Ram
- et al.
- 2023
- ICLR 2023
Symmetries, flat minima, and the conserved quantities of gradient flow
- Bo Zhao
- Iordan Ganev
- et al.
- 2023
- ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2023
- ICLR 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- Yihua Zhang
- Pranay Sharma
- et al.
- 2023
- ICLR 2023
Two-Sample Tests for Inhomogeneous Random Graphs in Lr norm: Optimality and Asymptotics
- Sayak Chatterjee
- Dibyendu Saha
- et al.
- 2023
- AISTATS 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Combining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- Cristina Cornelio
- Sanjeeb Dash
- et al.
- 2023
- Nature Communications
Parallel and Distributed Asynchronous Adaptive Stochastic Gradient Methods
- Yangyang Xu
- Yibo Xu
- et al.
- 2023
- Mathematical Programming Computation
Understanding repertoire sequencing data through a multiscale computational model of the germinal center
- Rodrigo García-Valiente
- Elena Merino Tejero
- et al.
- 2023
- npj Systems Biology and Applications