Concepedia

Ramakrishnan Kannan

RK

19

Publications

492

Citations

14

H-Index

2011

Active since

Affiliations

Oak Ridge National Laboratory(Current)

Georgia Institute of Technology

Korea University

Sandia National Laboratories

Wake Forest University

Ramakrishnan Kannan is an author at Oak Ridge National Laboratory specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryData MiningText MiningParallel ComputingParallel ProgrammingCluster Computing

Publications per year

2011–2021

19

Publications

19

Bounded matrix factorization for recommender system

Ramakrishnan Kannan, Mariya Ishteva, Haesun Park · Knowledge and Information Systems · 2013 · 62 citations

Mathematical Programming, Engineering, Machine Learning +7

Amol Ghoting, Prabhanjan Kambadur, Edwin Pednault et al. · 2011 · 60 citations

Cluster Computing, Portable Infrastructure, Engineering +18

A high-performance parallel algorithm for nonnegative matrix factorization

Ramakrishnan Kannan, Grey Ballard, Haesun Park · 2016 · 52 citations · Full text

Non-negative Matrix Factorization, Engineering, Community Mining +17

MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization

Ramakrishnan Kannan, Grey Ballard, Haesun Park · IEEE Transactions on Knowledge and Data Engineering · 2017 · 43 citations · Full text

Cluster Computing, Non-negative Matrix Factorization, Engineering +16

Distributed Bayesian optimization of deep reinforcement learning algorithms

M. Todd Young, Jacob Hinkle, Ramakrishnan Kannan et al. · Journal of Parallel and Distributed Computing · 2020 · 39 citations · Full text

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