research
∙
09/02/2022
Optimal Diagonal Preconditioning: Theory and Practice
Preconditioning has been a staple technique in optimization and machine ...
share
research
∙
07/26/2021
Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference
In many observational studies in social science and medical applications...
research
∙
07/11/2020
Federated Learning's Blessing: FedAvg has Linear Speedup
Federated learning (FL) learns a model jointly from a set of participati...
research
∙
03/17/2020
Diagonal Preconditioning: Theory and Algorithms
Diagonal preconditioning has been a staple technique in optimization and...
research
∙
03/17/2020
