Designed with by Xiaoying Riley for developers

Publications

Journal Publications:

  1. Improving Compressed Matrix Multiplication using Control Variate Method. Bhisham Dev Verma, Punit Pankaj Dubey, Rameshwar Pratap, Manoj. (Accepted to the Information Process Letter, 2024). (Impact factor 0.5) (Ranking Q3).
  2. Sparsifying Count Sketch. Bhisham Dev Verma, Rameshwar Pratap, Punit Pankaj Dubey. Information Processing Letters (2024): 106490. (Impact factor 0.5) (Ranking Q3).
  3. Unbiased Estimation of Inner Product via Higher Order Count Sketch. Bhisham Dev Verma, Rameshwar Pratap, Manoj Thakur. Information Processing Letters 183 (2023): 106407. (Impact factor 0.5) (Ranking Q3).
  4. Variance reduction in Feature Hashing using MLE and Control Variate Method. Bhisham Dev Verm, Rameshwar Pratap, Manoj Thakur. Machine Learning 111.7 (2022)., 2022. (Impact factor 5.41) (Ranking Q1).
  5. Efficient Binary Embedding of Categorical Data using BinSketch. Bhisham Dev Verma, Rameshwar Pratap, Debajyoti Bera . Data Mining and Knowledge Discovery 36.2 (2022): 537-565. (Impact factor 5.4) (Ranking Q1).
  6. Dimensionality Reduction for Categorical Data. Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma. IEEE Transactions on Knowledge and Data Engineering (2021). (Impact factor 9.2) (Ranking Q1).
  7. QUINT: Node embedding using network hashing. Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma, Biswadeep Sen, Tanmoy Chakraborty. IEEE Transactions on Knowledge and Data Engineering (2021). (Impact factor 9.2) (Ranking Q1).
  8. Parallel multi-agent real-coded genetic algorithm for large-scale black-box single-objective optimisation. Andranik S. Akopov, Levon A. Beklaryan, Manoj Thakur, and Bhisham Dev Verma. Knowledge-Based Systems 174 (2019): 103-122. (Impact factor 5.92) (Ranking Q1).

Conference Publications:

  1. Improving Sign-Random-Projection via Count Sketch. Punit Pankaj Dubey, Bhisham Dev Verma, Rameshwar Pratap, and Keegan Kang. The 38th Conference on Uncertainty in Artificial Intelligence. 2022. (Core A).
  2. Improving Tug-of-War sketch using Control-Variates method. Rameshwar Pratap, Bhisham Dev Verma and Raghav Kulkarni. In SIAM Conference on Applied and Computational Discrete Algorithms (ACDA21), pp. 66-76. Society for Industrial and Applied Mathematics, 2021. (slides)