Abstract: In-network aggregation (INA) accelerates gradient aggregation in distributed machine learning (DML) by alleviating communication bottlenecks, but its effectiveness crucially depends on two ...
Abstract: This study investigates the problem of joint optimization of transit network design, timetable, and passenger assignment with exact transfer behavior modeling. The problem is formulated as a ...
Unruly Republic: A vast, monied network of activist groups keeps the public inflamed on issues including social justice, immigrant rights, Palestinian statehood, LGBTQ rights, and—as ever—climate ...
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