Publications

3608 results for Mathematical Sciences

Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2023
- ICLR 2023
Conference paper
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- - Yihua Zhang
  - Pranay Sharma
  - et al.
- 2023
- ICLR 2023
Conference paper
Single-shot General Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2023
- ICLR 2023
Conference paper
Symmetries, flat minima, and the conserved quantities of gradient flow
- - Bo Zhao
  - Iordan Ganev
  - et al.
- 2023
- ICLR 2023
Conference paper
Two-Sample Tests for Inhomogeneous Random Graphs in L_r norm: Optimality and Asymptotics
- - Sayak Chatterjee
  - Dibyendu Saha
  - et al.
- 2023
- AISTATS 2023
Conference paper
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- - Dmitry Malioutov
  - Sanjeeb Dash
  - et al.
- 2023
- AISTATS 2023
Conference paper
Combining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- - Cristina Cornelio
  - Sanjeeb Dash
  - et al.
- 2023
- Nature Communications
Paper
Parallel and Distributed Asynchronous Adaptive Stochastic Gradient Methods
- - Yangyang Xu
  - Yibo Xu
  - et al.
- 2023
- Mathematical Programming Computation
Paper
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
Paper
Inverse Models for Estimating the Initial Condition of Spatio-Temporal Advection-Diffusion Processes
- - Xiao Liu
  - Kyongmin Yeo
- 2023
- Technometrics
Paper