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stat.ML2016★ 4 cited
Preference Completion from Partial Rankings
Suriya Gunasekar, Oluwasanmi Koyejo, Joydeep Ghosh
We propose a novel and efficient algorithm for the collaborative preference completion problem, which involves jointly estimating individualized rankings for a set of entities over…
stat.ML2014
A Constrained Matrix-Variate Gaussian Process for Transposable Data
Oluwasanmi Koyejo, Cheng Lee, Joydeep Ghosh
Transposable data represents interactions among two sets of entities, and are typically represented as a matrix containing the known interaction values. Additional side information…