74 citations · 92 across the 8 of their papers we have counts for
8 papers
Optimizations to the Parallel Breath First Search on Distributed Memory
Anuj Sharma, Syed Mohammed Arshad Zaidi
Graphs and their traversal is becoming significant as it is applicable to various areas of mathematics, science and technology. Various problems in fields as varied as biochemistry…
LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
LIBS2ML is a library based on scalable second order learning algorithms for solving large-scale problems, i.e., big data problems in machine learning. LIBS2ML has been developed us…
Modified online Newton step based on element wise multiplication
Charanjeet, Anuj Sharma
The second order method as Newton Step is a suitable technique in Online Learning to guarantee regret bound. The large data is a challenge in Newton method to store second order ma…
Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Nowadays stochastic approximation methods are one of the major research direction to deal with the large-scale machine learning problems. From stochastic first order methods, now t…
Online learning using multiple times weight updating
Charanjeet, Anuj Sharma
Online learning makes sequence of decisions with partial data arrival where next movement of data is unknown. In this paper, we have presented a new technique as multiple times wei…
SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learning
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Stochastic approximation is one of the effective approach to deal with the large-scale machine learning problems and the recent research has focused on reduction of variance, cause…
Temporal processing and context dependency in C. elegans mechanosensation
Mochi Liu, Anuj K Sharma, Joshua W Shaevitz +1
A quantitative understanding of how sensory signals are transformed into motor outputs places useful constraints on brain function and helps reveal the brain's underlying computati…
Faster Learning by Reduction of Data Access Time
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya
Nowadays, the major challenge in machine learning is the Big Data challenge. The big data problems due to large number of data points or large number of features in each data point…