Rameshwar Pratap

发表

Subspace approximation with outliers pdf

Amit Deshpande, Rameshwar Pratap, A. Deshpande, 2020, COCOON.

Frequent-Itemset Mining Using Locality-Sensitive Hashing

Rameshwar Pratap, Debajyoti Bera, 2016, COCOON.

Efficient Sketching Algorithm for Sparse Binary Data

Rameshwar Pratap, Debajyoti Bera, Karthik Revanuru, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Testing whether the uniform distribution is a stationary distribution

Rameshwar Pratap, Sourav Chakraborty, Akshay Kamath, 2016, Inf. Process. Lett..

Efficient Compression Algorithm for Multimedia Data

Raghav Kulkarni, Rameshwar Pratap, Karthik Revanuru, 2020, 2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM).

Robust k-means++

Amit Deshpande, Rameshwar Pratap, Praneeth Kacham, 2020, UAI.

Efficient Compression Technique for Sparse Sets pdf

Raghav Kulkarni, Rameshwar Pratap, Ishan Sohony, 2018, PAKDD.

Faster coreset construction for subspace and projective clustering pdf

Rameshwar Pratap, Sandeep Sen, 2016, ArXiv.

Helly-Type Theorems in Property Testing

Shubhangi Saraf, Rameshwar Pratap, Sourav Chakraborty, 2014, LATIN.

Raghav Kulkarni, Rameshwar Pratap, 2016, ArXiv.

Faster Coreset Construction for Projective Clustering via Low-Rank Approximation

Rameshwar Pratap, Sandeep Sen, 2018, IWOCA.

Efficient Dimensionality Reduction for Sparse Binary Data

Raghav Kulkarni, Rameshwar Pratap, Ishan Sohony, 2018, 2018 IEEE International Conference on Big Data (Big Data).

A Faster Sampling Algorithm for Spherical $k$-means

Rameshwar Pratap, Pratheeksha Nair, Anup Anand Deshmukh, 2018, ACML.

Helly-Type Theorems in Property Testing

Shubhangi Saraf, Rameshwar Pratap, Sourav Chakraborty, 2018, Int. J. Comput. Geom. Appl..

Computing Bits of Algebraic Numbers

Samir Datta, Rameshwar Pratap, Rameshwar Pratap, 2011, TAMC.

Ensemble learning for credit card fraud detection

Rameshwar Pratap, Ullas Nambiar, Ishan Sohony, 2018, COMAD/CODS.

Scaling up Simhash

Rameshwar Pratap, Anirudh Ravi, Pratheeksha Nair, 2020, ACML.

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

Rameshwar Pratap, Aditya Nigam, Avantika Singh, 2020, 2020 IEEE International Joint Conference on Biometrics (IJCB).

Randomness Efficient Feature Hashing for Sparse Binary Data

Raghav Kulkarni, Rameshwar Pratap, Karthik Revanuru, 2020, ACML.

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

Rameshwar Pratap, Amit Deshpande, 2021, ArXiv.

QUINT: Node embedding using network hashing pdf

Tanmoy Chakraborty, Rameshwar Pratap, Bhisham Dev Verma, 2021, IEEE Transactions on Knowledge and Data Engineering.

Improving Tug-of-War sketch using Control-Variates method

Raghav Kulkarni, Rameshwar Pratap, Bhisham Dev Verma, 2021, ACDA.

Feature Hashing with Insertion and Deletion of Features

Raghav Kulkarni, Rameshwar Pratap, Suryakant Bhardwaj, 2021, 2021 IEEE International Conference on Big Data (Big Data).

Sampling-based dimension reduction for subspace approximation with outliers

Rameshwar Pratap, Amit Deshpande, A. Deshpande, 2021, Theor. Comput. Sci..

Dimensionality Reduction for Categorical Data pdf

Rameshwar Pratap, Bhisham Dev Verma, Debajyoti Bera, 2021, IEEE Transactions on Knowledge and Data Engineering.

Efficient binary embedding of categorical data using BinSketch

Rameshwar Pratap, Bhisham Dev Verma, Debajyoti Bera, 2021, Data Mining and Knowledge Discovery.

Variance reduction in frequency estimators via control variates method

Raghav Kulkarni, Rameshwar Pratap, R. Kulkarni, 2021, UAI.

Improving Hashing Algorithms for Similarity Search \textitvia MLE and the Control Variates Trick

Rameshwar Pratap, Sergey Kushnarev, Keegan Kang, 2021, ACML.