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