289 citations · 1.2k across the 72 of their papers we have counts for
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math.OC2014★ 21 cited
Reducing Basis Mismatch in Harmonic Signal Recovery via Alternating Convex Search
Jonathan M. Nichols, Albert K. Oh, Rebecca M. Willett
The theory behind compressive sampling pre-supposes that a given sequence of observations may be exactly represented by a linear combination of a small number of basis vectors. In…
math.OC2014
Online Markov decision processes with Kullback-Leibler control cost
Peng Guan, Maxim Raginsky, Rebecca Willett
This paper considers an online (real-time) control problem that involves an agent performing a discrete-time random walk over a finite state space. The agent's action at each time…