Journal

Proportional Fairness in Federated Learning

Jan 1, 2023

MT-MAG: Accurate and interpretable machine learning for complete or partial taxonomic assignments of metagenome-assembled genomes

Jan 1, 2023

$f$-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning

Jan 1, 2023

Optimality and Stability in Non-Convex Smooth Games

Jan 1, 2022

Network Comparison with Interpretable Contrastive Network Representation Learning

Jan 1, 2022

Indiscriminate Data Poisoning Attacks on Neural Networks

Jan 1, 2022

FedMGDA+: Federated Learning meets Multi-objective Optimization

Jan 1, 2022

A Penalized Regression Model for the Joint Estimation of eQTL Associations and Gene Network Structure

Jan 1, 2019

Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters

Jan 1, 2018

Semantic Pooling for Complex Event Analysis in Untrimmed Videos

Jan 1, 2017

Inference of Multiple-wave Population Admixture by Modeling Decay of Linkage Disequilibrium With Polynomial Functions

Jan 1, 2017

Generalized Conditional Gradient for Sparse Estimation

Jan 1, 2017

Petuum: A New Platform for Distributed Machine Learning on Big Data

Jan 1, 2015

Distance Metric Learning by Minimal Distance Maximization

Jan 1, 2011