Nirman Kumar

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 24

Top Topics

Sampling Algorithm

Proximity Search

Top Venues

SIAM J. Comput.

Publications

Sahil Nokhwal, Nirman Kumar
PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning. CoRR (2023)
Sahil Nokhwal, Nirman Kumar
DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning. CoRR (2023)
Sahil Nokhwal, Nirman Kumar
RTRA: Rapid Training of Regularization-based Approaches in Continual Learning. CoRR (2023)
Lih-Yuan Deng, Bryan R. Winter, Jyh-Jen Horng Shiau, Henry Horng-Shing Lu, Nirman Kumar, Ching-Chi Yang
Parallelizable efficient large order multiple recursive generators. Parallel Comput. 117 (2023)
Sambriddhi Mainali, Max H. Garzon, Deepak Venugopal, Kalidas Jana, Ching-Chi Yang, Nirman Kumar, Dale Bowman, Lih-Yuan Deng
An Information-theoretic approach to dimensionality reduction in data science. Int. J. Data Sci. Anal. 12 (3) (2021)
Marzieh Eskandari, Bhavika B. Khare, Nirman Kumar
Separated Red Blue Center Clustering. CoRR (2021)
Marzieh Eskandari, Bhavika B. Khare, Nirman Kumar
Red blue $k$-center clustering with distance constraints. CoRR (2021)
Marzieh Eskandari, Bhavika B. Khare, Nirman Kumar
Separated Red Blue Center Clustering. ISAAC (2021)
Anik Khan, Kishor Datta Gupta, Deepak Venugopal, Nirman Kumar
CIDMP: Completely Interpretable Detection of Malaria Parasite in Red Blood Cells using Lower-dimensional Feature Space. CoRR (2020)
Anik Khan, Kishor Datta Gupta, Deepak Venugopal, Nirman Kumar
CIDMP: Completely Interpretable Detection of Malaria Parasite in Red Blood Cells using Lower-dimensional Feature Space. IJCNN (2020)
Nirman Kumar, Benjamin Raichel, Stavros Sintos, Gregory Van Buskirk
Approximating Distance Measures for the Skyline. ICDT (2019)
Sariel Har-Peled, Nirman Kumar
Robust Proximity Search for Balls Using Sublinear Space. Algorithmica 80 (1) (2018)
Nirman Kumar, Stavros Sintos
-Regret Minimizing Set and Related Problems. ALENEX (2018)
Pankaj K. Agarwal, Nirman Kumar, Stavros Sintos, Subhash Suri
Range-max queries on uncertain data. J. Comput. Syst. Sci. 94 (2018)
Pankaj K. Agarwal, Nirman Kumar, Stavros Sintos, Subhash Suri
Efficient Algorithms for k-Regret Minimizing Sets. SEA (2017)
Martin Fink, John Hershberger, Nirman Kumar, Subhash Suri
Hyperplane separability and convexity of probabilistic point sets. J. Comput. Geom. 8 (2) (2017)
Kin Sum Liu, Tyler Mayer, Hao-Tsung Yang, Esther M. Arkin, Jie Gao, Mayank Goswami, Matthew P. Johnson, Nirman Kumar, Shan Lin
Joint sensing duty cycle scheduling for heterogeneous coverage guarantee. INFOCOM (2017)
Nirman Kumar
On the minimum edge size for 2-colorability and realizability of hypergraphs by axis-parallel rectangles. CCCG (2017)
Pankaj K. Agarwal, Nirman Kumar, Stavros Sintos, Subhash Suri
Efficient Algorithms for k-Regret Minimizing Sets. CoRR (2017)
Nirman Kumar, Subhash Suri
Containment and Evasion in Stochastic Point Data. LATIN (2016)
Sariel Har-Peled, Nirman Kumar, David M. Mount, Benjamin Raichel
Space Exploration via Proximity Search. Discret. Comput. Geom. 56 (2) (2016)
Nirman Kumar, Benjamin Raichel, Subhash Suri, Kevin Verbeek
Most Likely Voronoi Diagrams in Higher Dimensions. FSTTCS (2016)
Pankaj K. Agarwal, Nirman Kumar, Stavros Sintos, Subhash Suri
Range-Max Queries on Uncertain Data. PODS (2016)
Martin Fink, John Hershberger, Nirman Kumar, Subhash Suri
Hyperplane Separability and Convexity of Probabilistic Point Sets. SoCG (2016)
Sariel Har-Peled, Nirman Kumar, David M. Mount, Benjamin Raichel
Space Exploration via Proximity Search. SoCG (2015)
Sariel Har-Peled, Nirman Kumar
Approximating Minimization Diagrams and Generalized Proximity Search. SIAM J. Comput. 44 (4) (2015)
Mainak Ghosh, Indranil Gupta, Shalmoli Gupta, Nirman Kumar
Fast Compaction Algorithms for NoSQL Databases. ICDCS (2015)
Sariel Har-Peled, Nirman Kumar
Robust Proximity Search for Balls Using Sublinear Space. FSTTCS (2014)
Sariel Har-Peled, Nirman Kumar
Down the Rabbit Hole: Robust Proximity Search and Density Estimation in Sublinear Space. SIAM J. Comput. 43 (4) (2014)
Sariel Har-Peled, Nirman Kumar, David M. Mount, Benjamin Raichel
Space Exploration via Proximity Search. CoRR (2014)
Sariel Har-Peled, Nirman Kumar
Robust Proximity Search for Balls using Sublinear Space. CoRR (2014)
Nirman Kumar, Benjamin Raichel
Fault Tolerant Clustering Revisited. CoRR (2013)
Sariel Har-Peled, Nirman Kumar
Approximating Minimization Diagrams and Generalized Proximity Search. FOCS (2013)
Nirman Kumar, Benjamin Raichel
Fault Tolerant Clustering Revisited. CCCG (2013)
Sariel Har-Peled, Nirman Kumar
Approximate Nearest Neighbor Search for Low-Dimensional Queries. SIAM J. Comput. 42 (1) (2013)
Sariel Har-Peled, Nirman Kumar
Approximating Minimization Diagrams and Generalized Proximity Search CoRR (2013)
Sariel Har-Peled, Nirman Kumar
Down the Rabbit Hole: Robust Proximity Search and Density Estimation in Sublinear Space. FOCS (2012)
Sariel Har-Peled, Nirman Kumar
Down the Rabbit Hole: Robust Proximity Search in Sublinear Space CoRR (2011)
Sariel Har-Peled, Nirman Kumar
Approximate Nearest Neighbor Search for Low Dimensional Queries. SODA (2011)
Sariel Har-Peled, Nirman Kumar
Approximate Nearest Neighbor Search for Low Dimensional Queries CoRR (2010)
Nirman Kumar, Viraj Kumar, Mahesh Viswanathan
On the Complexity of Error Explanation. VMCAI (2005)
Nirman Kumar, Koushik Sen, José Meseguer, Gul Agha
A Rewriting Based Model for Probabilistic Distributed Object Systems. FMOODS (2003)