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Rameshwar Pratap

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Improving LSH via Tensorized Random Projection

Feb 11, 2024
Bhisham Dev Verma, Rameshwar Pratap

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Improved Outlier Robust Seeding for k-means

Sep 06, 2023
Amit Deshpande, Rameshwar Pratap

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Minwise-Independent Permutations with Insertion and Deletion of Features

Aug 22, 2023
Rameshwar Pratap, Raghav Kulkarni

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

Apr 26, 2022
Amit Deshpande, Rameshwar Pratap

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Improving \textit{Tug-of-War} sketch using Control-Variates method

Mar 04, 2022
Rameshwar Pratap, Bhisham Dev Verma, Raghav Kulkarni

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Dimensionality Reduction for Categorical Data

Dec 01, 2021
Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma

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Efficient Binary Embedding of Categorical Data using BinSketch

Nov 13, 2021
Bhisham Dev Verma, Rameshwar Pratap, Debajyoti Bera

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QUINT: Node embedding using network hashing

Sep 11, 2021
Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma, Biswadeep Sen, Tanmoy Chakraborty

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On Subspace Approximation and Subset Selection in Fewer Passes by MCMC Sampling

Mar 20, 2021
Amit Deshpande, Rameshwar Pratap

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