Verified Researcher Certificate
Active ResearchRank profile with at least one indexed scholarly output
RESEARCHER PUBLIC RESEARCH PROFILE● Verified public profile
RRK-A-5101-7839-63
Karan Singh
Works35
Citations1,168
h-index12
i10-index12
2-year citedness2.70
Mean FWCI*5.52
Top 1%*2
Top 10%*6
ResearchRank IDRRK-A-5101-7839-63
Observed nameKaran Singh
ORCID0000-0002-4831-7045
Current / last-known institutionJawaharlal Nehru University, Indian Institute of Science Bangalore
Research topicsParallel Computing and Optimization Techniques · Advanced Bandit Algorithms Research · Machine Learning and Algorithms · Reinforcement Learning in Robotics · Real-Time Systems Scheduling
Name variantsKaran Singh, Singh, Karan
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Karan Singh - detailed research intelligence
Identity, scholarly output, impact indicators, affiliations, topics and publication evidence for this ResearchRank record.
Profile typeResearcher
Works35
Citations1,168
h-index12
i10-index12
Current / last-known affiliationJawaharlal Nehru University, Indian Institute of Science Bangalore
ORCID0000-0002-4831-7045
Name variantsKaran Singh, Singh, Karan
Primary research topics
Parallel Computing and Optimization TechniquesAdvanced Bandit Algorithms ResearchMachine Learning and AlgorithmsReinforcement Learning in RoboticsReal-Time Systems Scheduling
Parallel Computing and Optimization TechniquesAdvanced Bandit Algorithms ResearchMachine Learning and AlgorithmsReinforcement Learning in RoboticsReal-Time Systems Scheduling
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Research Output Certificate
At least 10 indexed scholarly works
Citation Impact Certificate
At least 100 indexed citations
h-index Achievement Certificate
h-index of 10 or higher
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TOP-CITED OUTPUT
Full profile view · up to 25 leading worksResearch works
Real time power estimation and thread scheduling via performance countersArticle · 2009 · 296 citations · FWCI 31.2119 · Full text ↗
Methods of inference and learning for performance modeling of parallel applicationsConference Paper · 2007 · 214 citations · FWCI 10.6624 · Full text ↗
Provably Efficient Maximum Entropy ExplorationPreprint · 2018 · 126 citations · Open access · Full text ↗
Online Control with Adversarial DisturbancesPreprint · 2019 · 102 citations · Open access · Full text ↗
Efficient architectural design space exploration via predictive modelingArticle · 2008 · 67 citations · Open access · FWCI 12.4303 · Full text ↗
Predicting parallel application performance via machine learning approachesArticle · 2007 · 66 citations · Open access · FWCI 10.4375 · Full text ↗
Logarithmic Regret for Online ControlPreprint · 2019 · 63 citations · Open access · Full text ↗
Learning Linear Dynamical Systems via Spectral FilteringPreprint · 2017 · 54 citations · Open access · Full text ↗
Machine learning based online performance prediction for runtime parallelization and task schedulingConference Paper · 2009 · 52 citations · Open access · FWCI 2.3144 · Full text ↗
Efficient Regret Minimization in Non-Convex GamesPreprint · 2017 · 44 citations · Open access · Full text ↗
Comparing Scalability Prediction Strategies on an SMP of CMPsConference Paper · 2010 · 20 citations · FWCI 2.3276 · Full text ↗
CNN Based Approach for Traffic Sign Recognition SystemArticle · 2021 · 16 citations · Open access · FWCI 0.99 · Full text ↗
Trust-driven approach to enhance early forest fire detection using machine learningArticle · 2025 · 6 citations · Open access · FWCI 3.3791 · Full text ↗
ScrutNet: a deep ensemble network for detecting fake news in online textArticle · 2025 · 6 citations · Open access · FWCI 10.4542 · Full text ↗
Comparative Evaluation and Prediction of Exoplanets Using Machine Learning MethodsOther · 2024 · 5 citations · Full text ↗
Unveiling anomalies: harnessing machine learning for detection and insightsArticle · 2024 · 5 citations · FWCI 0.8348 · Full text ↗
Deluca -- A Differentiable Control Library: Environments, Methods, and BenchmarkingPreprint · 2021 · 5 citations · Open access · Full text ↗
Prediction strategies for power-aware computing on multicore processorsDissertation · 2009 · 5 citations · Open access · Full text ↗
A Boosting Approach to Reinforcement LearningConference Paper · 2022 · 4 citations · Open access · FWCI 0.4147 · Full text ↗
Cyber-Attack Detection Using Machine Learning TechniqueConference Paper · 2024 · 3 citations · FWCI 1.3135 · Full text ↗
Boosting for Online Convex OptimizationPreprint · 2021 · 3 citations · Open access · Full text ↗
Improving Scalability, Sparsity and Cold Start User Issues in Collaborative Tagging with Incremental Clustering and TrustArticle · 2019 · 3 citations · FWCI 0.6222 · Full text ↗
Machine Learning Techniques for Descriptive Answer Evaluation: A Comprehensive SurveyConference Paper · 2024 · 2 citations · FWCI 0.5774 · Full text ↗
Features of Annotations and their ApplicationsArticle · 2011 · 1 citations · Open access · FWCI 0.2945 · Full text ↗
BNCP: body node coordinator placement for internet of medical thingsArticle · 2026 · 0 citations · Open access · FWCI 0 · Full text ↗