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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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* arXiv admin note: text overlap with arXiv:2103.11107 

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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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* Accepted in IEEE Transactions on Knowledge and Data Engineering. Copyright IEEE, 1969 

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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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* Accepted in IEEE TKDE 

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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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IHashNet: Iris Hashing Network based on efficient multi-index hashing


Dec 07, 2020
Avantika Singh, Chirag Vashist, Pratyush Gaurav, Aditya Nigam, Rameshwar Pratap

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Subspace approximation with outliers


Jun 30, 2020
Amit Deshpande, Rameshwar Pratap

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Efficient Sketching Algorithm for Sparse Binary Data


Oct 10, 2019
Rameshwar Pratap, Debajyoti Bera, Karthik Revanuru

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