Concepedia

Narayana Santhanam

NS

19

Publications

848

Citations

14

H-Index

2003

Active since

Affiliations

University of California San Diego(Current)

University of California, Berkeley

University of California, Los Angeles

University of Hawaii System

Hewlett-Packard (United States)

Narayana Santhanam is an author at University of California San Diego specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringComputer ScienceStatisticsProbabilityStatistical InferenceComputational ComplexityEntropyData ScienceInformationEstimation Theory

Publications per year

2003–2014

19

Publications

19

Information-Theoretic Limits of Selecting Binary Graphical Models in High Dimensions

Narayana Santhanam, Martin J. Wainwright · IEEE Transactions on Information Theory · 2012 · 201 citations

Mathematical Programming, Engineering, Network Analysis +18

Universal Compression of Memoryless Sources Over Unknown Alphabets

Alon Orlitsky, Narayana Santhanam, J.Z. Zhang · IEEE Transactions on Information Theory · 2004 · 135 citations

Combinatorics On Word, Bell Number, Engineering +15

Always Good Turing: Asymptotically Optimal Probability Estimation

Alon Orlitsky, Narayana Santhanam, Zhang Jun-an · Science · 2003 · 122 citations

Optimal Probability Estimation, Engineering, Data Science +14

Always Good Turing: asymptotically optimal probability estimation

Alon Orlitsky, Narayana Santhanam, J. Zhang · 2004 · 68 citations

Optimal Probability Estimation, Engineering, Information Theory +15

On modeling profiles instead of values

Alon Orlitsky, Narayana Santhanam, Krishnamurthy Viswanathan et al. · arXiv (Cornell University) · 2004 · 51 citations · Full text

Density Estimation, Engineering, High-dimensional Method +15

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