Concepedia

Karan Singh

KS

Statistics

Publications

13

Citations

1K

H-Index

12

Active since

2007

Affiliations

Princeton University(Current)

Cornell University

Lawrence Livermore National Laboratory

Chalmers University of Technology

Karan Singh is an author at Princeton University specializing in computer science, reinforcement learning, and optimization.

Publications per year

2007–2021

13

Publications

13

Real time power estimation and thread scheduling via performance counters

Karan Singh, Major Bhadauria, Sally A. McKee · ACM SIGARCH Computer Architecture News · 2009 · 295 citations

Engineering, Computer Engineering, Computer Science +17

Methods of inference and learning for performance modeling of parallel applications

Benjamin C. Lee, David Brooks, Bronis R. de Supinski et al. · 2007 · 212 citations

Computing, Computer Science, High-performance Computing +17

Provably Efficient Maximum Entropy Exploration

Elad Hazan, Sham M. Kakade, Karan Singh et al. · arXiv (Cornell University) · 2018 · 96 citations · Full text

Computing, Computer Science, Algorithms +16

Efficient architectural design space exploration via predictive modeling

Engin İpek, Sally A. McKee, Karan Singh et al. · ACM Transactions on Architecture and Code Optimization · 2008 · 65 citations · Full text

Architecture, Architectural Design, Computer Engineering +15

Predicting parallel application performance via machine learning approaches

Karan Singh, Engin İpek, Sally A. McKee et al. · Concurrency and Computation Practice and Experience · 2007 · 65 citations · Full text

Computing, Computer Science, High-performance Computing +16

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