17 citations · 30 across the 5 of their papers we have counts for
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cs.IT2012
Optimal Lempel-Ziv based lossy compression for memoryless data: how to make the right mistakes
Narayana Santhanam, Dharmendra Modha
Compression refers to encoding data using bits, so that the representation uses as few bits as possible. Compression could be lossless: i.e. encoded data can be recovered exactly f…
cs.AI2012
On Modeling Profiles instead of Values
Alon Orlitsky, Narayana Santhanam, Krishnamurthy Viswanathan +1
We consider the problem of estimating the distribution underlying an observed sample of data. Instead of maximum likelihood, which maximizes the probability of the ob served values…