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20122026
most citedPerformance Bounds for the Scenario Approach and an Extension to a Class of Non-convex Programs

137 citations · 248 across the 25 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

math.OC2015★ 11 cited

A variational approach to path estimation and parameter inference of hidden diffusion processes

Tobias Sutter, Arnab Ganguly, Heinz Koeppl

We consider a hidden Markov model, where the signal process, given by a diffusion, is only indirectly observed through some noisy measurements. The article develops a variational m…

cs.IT2015

Capacity of Random Channels with Large Alphabets

Tobias Sutter, David Sutter, John Lygeros

We consider discrete memoryless channels with input alphabet size and output alphabet size , where ceil for some constant . The channel transition matrix cons…