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05/04/2023
Efficient Caching with Reserves via Marking
Online caching is among the most fundamental and well-studied problems i...
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04/23/2023
LayerNAS: Neural Architecture Search in Polynomial Complexity
Neural Architecture Search (NAS) has become a popular method for discove...
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02/08/2023
SLaM: Student-Label Mixing for Semi-Supervised Knowledge Distillation
Semi-supervised knowledge distillation is a powerful training paradigm f...
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10/13/2022
Weighted Distillation with Unlabeled Examples
Distillation with unlabeled examples is a popular and powerful method fo...
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10/03/2022
Robust Active Distillation
Distilling knowledge from a large teacher model to a lightweight one is ...
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07/13/2022
Caching with Reserves
Caching is a crucial component of many computer systems, so naturally it...
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08/05/2021
Scheduling with Communication Delay in Near-Linear Time
We consider the problem of efficiently scheduling jobs with precedence c...
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11/18/2020
Scale-Free Allocation, Amortized Convexity, and Myopic Weighted Paging
Inspired by Belady's optimal algorithm for unweighted paging, we conside...
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12/01/2018