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20152022
most citedA Competitive Edge: Can FPGAs Beat GPUs at DCNN Inference Acceleration in Resource-Limited Edge Computing Applications?

8 citations · 21 across the 11 of their papers we have counts for

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stat.ML2021★ 1 cited

Tuning Confidence Bound for Stochastic Bandits with Bandit Distance

Xinyu Zhang, Srinjoy Das, Ken Kreutz-Delgado

We propose a novel modification of the standard upper confidence bound (UCB) method for the stochastic multi-armed bandit (MAB) problem which tunes the confidence bound of a given…

stat.ML2021

Kernel distance measures for time series, random fields and other structured data

Srinjoy Das, Hrushikesh Mhaskar, Alexander Cloninger

This paper introduces kdiff, a novel kernel-based measure for estimating distances between instances of time series, random fields and other forms of structured data. This measure…