Narayana P. Santhanam

Publication Activity (10 Years)

Years Active: 2003-2017
Publications (10 Years): 3

Top Topics

Maintaining Consistency

Stochastic Process

Markov Processes

Variance Estimator

Top Venues

IEEE Trans. Inf. Theory

Publications

Kevin Oshiro, Changlong Wu, Narayana P. Santhanam
Jackknife estimation for Markov processes with no mixing constraints. ISIT (2017)
Narayana P. Santhanam, Venkat Anantharam
Agnostic insurability of model classes. J. Mach. Learn. Res. 16 (2015)
Meysam Asadi, Erich F. Haratsch, Aleksandar Kavcic, Narayana P. Santhanam
Write process modeling in MLC flash memories using renewal theory. ISIT (2015)
Alon Orlitsky, Narayana P. Santhanam
Universal compression of Gaussian sources with unknown parameters. CoRR (2014)
Narayana P. Santhanam, Anand D. Sarwate, Jae Oh Woo
Redundancy of Exchangeable Estimators. CoRR (2014)
Navid Tafaghodi Khajavi, Anthony Kuh, Narayana P. Santhanam
Spatial correlations for solar PV generation and its tree approximation analysis. APSIPA (2014)
Narayana P. Santhanam, Venkat Anantharam, Aleksandar Kavcic, Wojciech Szpankowski
Data driven consistency (working title). CoRR (2014)
Narayana P. Santhanam, Anand D. Sarwate, Jae Oh Woo
Redundancy of Exchangeable Estimators. Entropy 16 (10) (2014)
Meysam Asadi, Ramezan Paravi Torghabeh, Narayana P. Santhanam
Stationary and Transition Probabilities in Slow Mixing, Long Memory Markov Processes. IEEE Trans. Inf. Theory 60 (9) (2014)
Meysam Asadi, Ramezan Paravi Torghabeh, Narayana P. Santhanam
Estimation in slow mixing, long memory channels. ISIT (2013)
Ramezan Paravi Torghabeh, Meysam Asadi, Narayana P. Santhanam
Estimation in slow mixing, long memory channels CoRR (2013)
Meysam Asadi, Ramezan Paravi Torghabeh, Narayana P. Santhanam
Markov processes: Estimation in the undersampled regime. Allerton (2013)
Narayana P. Santhanam, Venkat Anantharam
Prediction over countable alphabets. CISS (2012)
Narayana P. Santhanam, Dharmendra S. Modha
Optimal Lempel-Ziv based lossy compression for memoryless data: how to make the right mistakes CoRR (2012)
Narayana P. Santhanam, Venkat Anantharam
Agnostic insurability of model classes CoRR (2012)
Narayana P. Santhanam, Martin J. Wainwright
Information-Theoretic Limits of Selecting Binary Graphical Models in High Dimensions. IEEE Trans. Inf. Theory 58 (7) (2012)
Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
On Modeling Profiles instead of Values CoRR (2012)
Farzad Farnoud, Narayana P. Santhanam, Olgica Milenkovic
Alternating Markov chains for distribution estimation in the presence of errors. ISIT (2012)
Farzad Farnoud, Narayana P. Santhanam, Olgica Milenkovic
Alternating Markov Chains for Distribution Estimation in the Presence of Errors CoRR (2012)
Narayana P. Santhanam, Venkat Anantharam
Universal algorithms: Building a case for pointwise convergence. Allerton Conference (2012)
Narayana P. Santhanam, Mokshay M. Madiman
Patterns and exchangeability. ISIT (2010)
Narayana P. Santhanam, Mokshay M. Madiman, Anand D. Sarwate
Redundancy of exchangeable estimators. Allerton (2010)
Jayadev Acharya, Hirakendu Das, Alon Orlitsky, Shengjun Pan, Narayana P. Santhanam
Classification using pattern probability estimators. ISIT (2010)
Narayana P. Santhanam, Martin J. Wainwright
Information-theoretic limits of selecting binary graphical models in high dimensions CoRR (2009)
Farzad Farnoud, Olgica Milenkovic, Narayana P. Santhanam
Small-sample distribution estimation over sticky channels. ISIT (2009)
Hirakendu Das, Alon Orlitsky, Narayana P. Santhanam, Junan Zhang
Further results on relative redundancy. ISIT (2008)
Narayana P. Santhanam, Martin J. Wainwright
Information-theoretic limits of graphical model selection in high dimensions. ISIT (2008)
Alon Orlitsky, Narayana P. Santhanam, K. Viswanathan
Population estimation with performance guarantees. ISIT (2007)
Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
Theoretical and Experimental Results on Modeling Low Probabilities. ITW (2006)
Dharmendra S. Modha, Narayana P. Santhanam
Making the Correct Mistakes. DCC (2006)
Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
Limit Results on Pattern Entropy. IEEE Trans. Inf. Theory 52 (7) (2006)
Alon Orlitsky, Narayana P. Santhanam, K. Viswanathan, Junan Zhang
Convergence of profile based estimators. ISIT (2005)
Nikola Jevtic, Alon Orlitsky, Narayana P. Santhanam
A lower bound on compression of unknown alphabets. Theor. Comput. Sci. 332 (1-3) (2005)
Alon Orlitsky, Narayana P. Santhanam, K. Viswanathan, Narayana Zhang
Innovation and pattern entropy of stationary processes. ISIT (2005)
Alon Orlitsky, Narayana P. Santhanam, Junan Zhang
Universal compression of memoryless sources over unknown alphabets. IEEE Trans. Inf. Theory 50 (7) (2004)
Alon Orlitsky, Sajama, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
Algorithms for modeling distributions over large alphabets. ISIT (2004)
Alon Orlitsky, Narayana P. Santhanam
Speaking of infinity [i.i.d. strings]. IEEE Trans. Inf. Theory 50 (10) (2004)
Alon Orlitsky, Narayana P. Santhanam, Junan Zhang
Relative redundancy: a more stringent performance guarantee for universal compression. ISIT (2004)
Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
On Modeling Profiles Instead of Values. UAI (2004)
Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang
Limit results on pattern entropy. ITW (2004)
Alon Orlitsky, Narayana P. Santhanam
Performance of universal codes over infinite alphabets. DCC (2003)
Alon Orlitsky, Narayana P. Santhanam, Junan Zhang
Always Good Turing: Asymptotically Optimal Probability Estimation. FOCS (2003)