240 citations · 1.2k across the 114 of their papers we have counts for
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cs.LG2013★ 2 cited
Batch-iFDD for Representation Expansion in Large MDPs
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy +1
Matching pursuit (MP) methods are a promising class of feature construction algorithms for value function approximation. Yet existing MP methods require creating a pool of potentia…
cs.LG2013★ 32 cited
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture
Trevor Campbell, Miao Liu, Brian Kulis +2
This paper presents a novel algorithm, based upon the dependent Dirichlet process mixture model (DDPMM), for clustering batch-sequential data containing an unknown number of evolvi…