Narayana Santhanam

21 papers A 1B 9C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
On Logistic Regression and Maximum Entropy Approaches.
ISIT
Narayana Santhanam, Yixin Zhang
2022 J jnl
Data-Derived Weak Universal Consistency.
J. Mach. Learn. Res.
Narayana Santhanam, Venkatachalam Anantharam, Wojciech Szpankowski
2022 J jnl
Tail Redundancy and its Characterization of Compression of Memoryless Sources.
IEEE J. Sel. Areas Inf. Theory
Maryam Hosseini, Narayana Santhanam
2021 B conf
Estimating Properties of Dynamic Graphical Models.
ISIT
Changlong Wu, Narayana Santhanam
2021 B conf
Non-uniform Consistency of Online Learning with Random Sampling.
ALT
Changlong Wu, Narayana Santhanam
2021 A conf
Prediction with Finitely many Errors Almost Surely.
AISTATS
Changlong Wu, Narayana Santhanam
2020 B conf
Entropy property testing with finitely many errors.
ISIT
Changlong Wu, Narayana Santhanam
2019 B conf
Being correct eventually almost surely.
ISIT
Changlong Wu, Narayana Santhanam
2019 B conf
Tail redundancy and its characterizations of universal compression.
ISIT
Maryam Hosseini, Narayana Santhanam
2019 J jnl
Thermodynamic Computing.
CoRR
Tom Conte, Erik DeBenedictis, Natesh Ganesh, Todd Hylton, John Paul Strachan, R. Stanley Williams, Alexander A. Alemi, Lee Altenberg, Gavin E. Crooks, James P. Crutchfield, Lídia del Rio, Josh Deutsch, Michael Robert DeWeese, Khari Douglas, Massimiliano Esposito, Michael P. Frank, Robert Fry, Peter Harsha, Mark D. Hill, Christopher T. Kello, Jeff Krichmar, Suhas Kumar, Shih-Chii Liu, Seth Lloyd, Matteo Marsili, Ilya Nemenman, Alex Nugent, Norman H. Packard, Dana Randall, Peter Sadowski, Narayana Santhanam, Robert Shaw, Adam Z. Stieg, Elan Stopnitzky, Christof Teuscher, Chris Watkins, David H. Wolpert, J. Joshua Yang, Yan Yufik
2018 B conf
Redundancy of Unbounded Memory Markov Classes with Continuity Conditions.
ISIT
Changlong Wu, Maryam Hosseini, Narayana Santhanam
2018 J jnl
Redundancy of unbounded memory Markov classes with continuity conditions.
CoRR
Changlong Wu, Maryam Hosseini, Narayana Santhanam
2018 J jnl
Tail redundancy and its characterization of compression of memoryless sources.
CoRR
Maryam Hosseini, Narayana Santhanam
2015 — conf
Single letter characterization of average-case strong redundancy of compressing memoryless sequences.
Allerton
Maryam Hosseini, Narayana Santhanam
2014 J jnl
Characterizing the Asymptotic Per-Symbol Redundancy of Memoryless Sources over Countable Alphabets in Terms of Single-Letter Marginals.
Entropy
Maryam Hosseini, Narayana Santhanam
2014 C conf
On redundancy of memoryless sources over countable alphabets.
ISITA
Maryam Hosseini, Narayana Santhanam
2014 J jnl
On redundancy of memoryless sources over countable alphabets.
CoRR
Maryam Hosseini, Narayana Santhanam
2010 — conf
What risks lead to ruin.
Allerton
Narayana Santhanam, Venkat Anantharam
2009 B conf
On modeling gene regulatory networks using Markov random fields.
ITW
Narayana Santhanam, Janis Dingel, Olgica Milenkovic
2008 — conf
Sample complexity of determining structures of graphical models.
Allerton
Narayana Santhanam, Martin J. Wainwright
2006 B conf
Relative redundancy for large alphabets.
ISIT
Alon Orlitsky, Narayana Santhanam, Junan Zhang