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20202026
most citedScissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time

11 citations · 15 across the 13 of their papers we have counts for

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cs.DS2021

Density Sketches for Sampling and Estimation

Aditya Desai, Benjamin Coleman, Anshumali Shrivastava

We introduce Density sketches (DS): a succinct online summary of the data distribution. DS can accurately estimate point wise probability density. Interestingly, DS also provides a…

cs.DS2020

Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix

Zhenwei Dai, Aditya Desai, Reinhard Heckel +1

Estimating and storing the covariance (or correlation) matrix of high-dimensional data is computationally challenging because both memory and computational requirements scale quadr…