5 citations · 11 across the 3 of their papers we have counts for
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cs.IT2010★ 5 cited
IMP: A Message-Passing Algorithmfor Matrix Completion
Byung-Hak Kim, Arvind Yedla, Henry D. Pfister
A new message-passing (MP) method is considered for the matrix completion problem associated with recommender systems. We attack the problem using a (generative) factor graph model…
cs.IT2010★ 5 cited
On the Joint Decoding of LDPC Codes and Finite-State Channels via Linear Programming
Byung-Hak Kim, Henry D. Pfister
In this paper, the linear programming (LP) decoder for binary linear codes, introduced by Feldman, et al. is extended to joint-decoding of binary-input finite-state channels. In pa…
cs.IT2010★ 1 cited
Message-Passing Inference on a Factor Graph for Collaborative Filtering
Byung-Hak Kim, Arvind Yedla, Henry D. Pfister
This paper introduces a novel message-passing (MP) framework for the collaborative filtering (CF) problem associated with recommender systems. We model the movie-rating prediction…