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Narayana Santhanam
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Year
Information-theoretic limits of selecting binary graphical models in high dimensions
NP Santhanam, MJ Wainwright
IEEE Transactions on Information Theory 58 (7), 4117-4134, 2012
2492012
Always good turing: Asymptotically optimal probability estimation
A Orlitsky, NP Santhanam, J Zhang
Science 302 (5644), 427-431, 2003
2202003
Universal compression of memoryless sources over unknown alphabets
A Orlitsky, NP Santhanam, J Zhang
IEEE Transactions on Information Theory 50 (7), 1469-1481, 2004
1832004
On modeling profiles instead of values
A Orlitsky, N Santhanam, K Viswanathan, J Zhang
arXiv preprint arXiv:1207.4175, 2012
982012
Speaking of infinity [iid strings]
A Orlitsky, NP Santhanam
IEEE Transactions on Information Theory 50 (10), 2215-2230, 2004
822004
Probability estimation and compression involving large alphabets
N Santhanam
University of California, San Diego, 2006
73*2006
Limit results on pattern entropy
A Orlitsky, NP Santhanam, K Viswanathan, J Zhang
IEEE Transactions on Information Theory 52 (7), 2954-2964, 2006
48*2006
Optimal detector for multilevel NAND flash memory channels with intercell interference
M Asadi, X Huang, A Kavcic, NP Santhanam
IEEE Journal on Selected Areas in Communications 32 (5), 825-835, 2014
422014
Universal compression of unknown alphabets
N Jevtic, A Orlitsky, N Santhanam
Proceedings IEEE International Symposium on Information Theory,, 320, 2002
362002
On estimating the probability multiset
A Orlitsky, NP Santhanam, K Viswanathan, J Zhang
draft manuscript, June, 2011
33*2011
Thermodynamic computing
T Conte, E DeBenedictis, N Ganesh, T Hylton, JP Strachan, RS Williams, ...
arXiv preprint arXiv:1911.01968, 2019
272019
Stationary and transition probabilities in slow mixing, long memory markov processes
M Asadi, RP Torghabeh, NP Santhanam
IEEE Transactions on Information Theory 60 (9), 5682-5701, 2014
24*2014
New tricks for old dogs: Large alphabet probability estimation
NP Santhanam, A Orlitsky, K Viswanathan
2007 IEEE Information Theory Workshop, 638-643, 2007
21*2007
Agnostic insurability of model classes
N Santhanam, V Anantharam
The Journal of Machine Learning Research 16 (1), 2329-2355, 2015
20*2015
A lower bound on compression of unknown alphabets
N Jevtić, A Orlitsky, NP Santhanam
Theoretical computer science 332 (1-3), 293-311, 2005
192005
Spatial correlations for solar pv generation and its tree approximation analysis
NT Khajavi, A Kuh, NP Santhanam
Signal and Information Processing Association Annual Summit and Conference …, 2014
132014
Bounds of compression of unknown alphabets
A Orlitsky, NP Santhanam, J Zhang
IEEE International Symposium on Information Theory, 2003. Proceedings., 111, 2003
112003
Data-driven weak universal redundancy
N Santhanam, V Anantharam, A Kavcic, W Szpankowski
2014 IEEE International Symposium on Information Theory, 1877-1881, 2014
102014
Population estimation with performance guarantees
A Orlitsky, NP Santhanam, K Viswanathan
2007 IEEE International Symposium on Information Theory, 2026-2030, 2007
102007
On redundancy of memoryless sources over countable alphabets
M Hosseini, N Santhanam
2014 International Symposium on Information Theory and its Applications, 299-303, 2014
9*2014
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Articles 1–20