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12/12/2022
Reinforced Approximate Exploratory Data Analysis
Exploratory data analytics (EDA) is a sequential decision making process...
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08/30/2022
Analysis of Distributed Deep Learning in the Cloud
We aim to resolve this problem by introducing a comprehensive distribute...
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07/04/2022
Correlated Stochastic Knapsack with a Submodular Objective
We study the correlated stochastic knapsack problem of a submodular targ...
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01/28/2022
Electra: Conditional Generative Model based Predicate-Aware Query Approximation
The goal of Approximate Query Processing (AQP) is to provide very fast b...
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10/21/2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
Advanced video analytic systems, including scene classification and obje...
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08/28/2019
ApproxNet: Content and Contention Aware Video Analytics System for the Edge
Videos take lot of time to transport over the network, hence running ana...
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07/30/2019
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters
Large multi-tenant production clusters often have to handle a variety of...
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11/08/2012