Parallel multi-agent real-coded genetic algorithm for large-scale black-box single-objective optimisation AS Akopov, LA Beklaryan, M Thakur, BD Verma Knowledge-Based Systems 174, 103-122, 2019 | 61 | 2019 |
Dimensionality reduction for categorical data D Bera, R Pratap, BD Verma IEEE Transactions on Knowledge and Data Engineering 35 (4), 3658-3671, 2021 | 7 | 2021 |
Developing parallel real-coded genetic algorithms for decision-making systems of socio-ecological and economic planning AS Akopov, AL Beklaryan, M Thakur, BD Verma Бизнес-информатика 13 (1 (eng)), 33-44, 2019 | 7 | 2019 |
Efficient binary embedding of categorical data using BinSketch BD Verma, R Pratap, D Bera Data Mining and Knowledge Discovery 36 (2), 537-565, 2022 | 5 | 2022 |
QUINT: Node Embedding Using Network Hashing D Bera, R Pratap, BD Verma, B Sen, T Chakraborty IEEE Transactions on Knowledge and Data Engineering 35 (3), 2987-3000, 2021 | 5 | 2021 |
Variance reduction in feature hashing using MLE and control variate method BD Verma, R Pratap, M Thakur Machine Learning 111 (7), 2631-2662, 2022 | 4 | 2022 |
Improving sign-random-projection via count sketch PP Dubey, BD Verma, R Pratap, K Kang Uncertainty in Artificial Intelligence, 599-609, 2022 | 1 | 2022 |
Improving Tug-of-War sketch using Control-Variates method R Pratap, BD Verma, R Kulkarni SIAM Conference on Applied and Computational Discrete Algorithms (ACDA21), 66-76, 2021 | 1 | 2021 |
Improving compressed matrix multiplication using control variate method BD Verma, PP Dubey, R Pratap, M Thakur Information Processing Letters 187, 106517, 2025 | | 2025 |
Sparsifying Count Sketch BD Verma, R Pratap, PP Dubey Information Processing Letters 186, 106490, 2024 | | 2024 |
Improving LSH via Tensorized Random Projection BD Verma, R Pratap arXiv preprint arXiv:2402.07189, 2024 | | 2024 |
Unbiased estimation of inner product via higher order count sketch BD Verma, R Pratap, M Thakur Information Processing Letters 183, 106407, 2024 | | 2024 |
Improving\textit {Tug-of-War} sketch using Control-Variates method R Pratap, BD Verma, R Kulkarni arXiv preprint arXiv:2203.02432, 2022 | | 2022 |
Improving Sign-Random-Projection via Count Sketch (Supplementary Material) PP Dubey, BD Verma, R Pratap, K Kang | | |