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Rameshwar Pratap

Faster and Space Efficient Indexing for Locality Sensitive Hashing

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Mar 09, 2025
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Improving LSH via Tensorized Random Projection

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Feb 11, 2024
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Improved Outlier Robust Seeding for k-means

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Sep 06, 2023
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Minwise-Independent Permutations with Insertion and Deletion of Features

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Aug 22, 2023
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One-pass additive-error subset selection for $\ell_{p}$ subspace approximation

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Apr 26, 2022
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Improving \textit{Tug-of-War} sketch using Control-Variates method

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Mar 04, 2022
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Dimensionality Reduction for Categorical Data

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Dec 01, 2021
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Efficient Binary Embedding of Categorical Data using BinSketch

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Nov 13, 2021
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QUINT: Node embedding using network hashing

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Sep 11, 2021
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On Subspace Approximation and Subset Selection in Fewer Passes by MCMC Sampling

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Mar 20, 2021
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