Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2023
- ICLR 2023
Conference paper
Publications
3606 results for Mathematical Sciences
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- Yihua Zhang
- Pranay Sharma
- et al.
- 2023
- ICLR 2023
Conference paperTwo-Sample Tests for Inhomogeneous Random Graphs in Lr norm: Optimality and Asymptotics
- Sayak Chatterjee
- Dibyendu Saha
- et al.
- 2023
- AISTATS 2023
Conference paperHeavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Conference paperCombining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- Cristina Cornelio
- Sanjeeb Dash
- et al.
- 2023
- Nature Communications
PaperParallel and Distributed Asynchronous Adaptive Stochastic Gradient Methods
- Yangyang Xu
- Yibo Xu
- et al.
- 2023
- Mathematical Programming Computation
PaperUnderstanding 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
PaperInverse Models for Estimating the Initial Condition of Spatio-Temporal Advection-Diffusion Processes
- Xiao Liu
- Kyongmin Yeo
- 2023
- Technometrics
PaperSubcubic Equivalences between Graph Centrality Problems, APSP, and Diameter
- Amir Abboud
- Fabrizio Grandoni
- et al.
- 2023
- ACM Transactions on Algorithms
PaperStochastic gradient descent introduces an effective landscape-dependent regularization favoring flat solutions
- Ning Yang
- Yuhai Tu
- et al.
- 2023
- APS March Meeting 2023
Talk