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03/14/2023
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions
The Natural Language for Optimization (NL4Opt) Competition was created t...
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12/03/2022
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning
Federated learning (FL) is an effective technique to directly involve ed...
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09/30/2022
Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions
We describe an augmented intelligence system for simplifying and enhanci...
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06/13/2022
Accelerating Federated Learning via Sampling Anchor Clients with Large Batches
Using large batches in recent federated learning studies has improved co...
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04/14/2022