37 citations · 63 across the 4 of their papers we have counts for
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stat.ML2016★ 37 cited
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation
Vincent Cottet, Pierre Alquier
Due to challenging applications such as collaborative filtering, the matrix completion problem has been widely studied in the past few years. Different approaches rely on different…
stat.ML2014★ 11 cited
Bayesian matrix completion: prior specification
Pierre Alquier, Vincent Cottet, Nicolas Chopin +1
Low-rank matrix estimation from incomplete measurements recently received increased attention due to the emergence of several challenging applications, such as recommender systems;…