Kalpana Dahiya

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Topics

Support Vector Machine

Transportation Problem

Machine Learning

Top Venues

RAIRO Oper. Res.

J. Comb. Optim.

Publications

Supinder Kaur, Ekta Jain, Anuj Sharma, Kalpana Dahiya
An efficient algorithm for two-stage capacitated time minimization transportation problem with restricted flow. RAIRO Oper. Res. 58 (4) (2024)
Prabhjot Kaur, Anuj Sharma, Vanita Verma, Kalpana Dahiya
An alternate approach to solve two-level hierarchical time minimization transportation problem. 4OR 20 (1) (2022)
Ekta Jain, Kalpana Dahiya, Anuj Sharma, Vanita Verma
Task preference-based bottleneck assignment problem. Comput. Appl. Math. 41 (7) (2022)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
LIBS2ML: A library for scalable second order machine learning algorithms. Softw. Impacts 10 (2021)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Stochastic trust region inexact Newton method for large-scale machine learning. Int. J. Mach. Learn. Cybern. 11 (7) (2020)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms. CoRR (2019)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
SAAGs: Biased stochastic variance reduction methods for large-scale learning. Appl. Intell. 49 (9) (2019)
Ekta Jain, Kalpana Dahiya, Anuj Sharma, Vanita Verma
An improved algorithm for two stage time minimization assignment problem. J. Comb. Optim. 37 (2) (2019)
Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma
Problem formulations and solvers in linear SVM: a review. Artif. Intell. Rev. 52 (2) (2019)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
SAAGs: Biased Stochastic Variance Reduction Methods. CoRR (2018)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning. CoRR (2018)
Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma
Faster Algorithms for Large-scale Machine Learning using Simple Sampling Techniques. CoRR (2018)
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Faster learning by reduction of data access time. Appl. Intell. 48 (12) (2018)
Ekta Jain, Kalpana Dahiya, Vanita Verma
Integer quadratic fractional programming problems with bounded variables. Ann. Oper. Res. 269 (1-2) (2018)
Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma
Trust Region Levenberg-Marquardt Method for Linear SVM. ICAPR (2017)
Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma
Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems. ACML (2017)
Prabhjot Kaur, Vanita Verma, Kalpana Dahiya
Capacitated two-stage time minimization transportation problem with restricted flow. RAIRO Oper. Res. 51 (2) (2017)
Kalpana Dahiya, Vinod Kumar Chauhan, Anuj Sharma
Online Support Vector Machine Based on Minimum Euclidean Distance. CVIP (1) (2016)
Anuj Sharma, Vanita Verma, Prabhjot Kaur, Kalpana Dahiya
An iterative algorithm for two level hierarchical time minimization transportation problem. Eur. J. Oper. Res. 246 (3) (2015)
Vikas Sharma, Kalpana Dahiya, Vanita Verma
Capacitated Two-Stage Time Minimization Transportation Problem. Asia Pac. J. Oper. Res. 27 (4) (2010)
Kalpana Dahiya, Surjeet Kaur Suneja, Vanita Verma
Convex programming with single separable constraint and bounded variables. Comput. Optim. Appl. 36 (1) (2007)
Kalpana Dahiya, Vanita Verma
Capacitated transportation problem with bounds on RIM conditions. Eur. J. Oper. Res. 178 (3) (2007)