450 citations · 1.2k across the 59 of their papers we have counts for
Showing 2014 · stat.MLShow all
3 papers · 2 filters
stat.ML2014★ 2 cited
Consistent Collective Matrix Completion under Joint Low Rank Structure
Suriya Gunasekar, Makoto Yamada, Dawei Yin +1
We address the collective matrix completion problem of jointly recovering a collection of matrices with shared structure from partial (and potentially noisy) observations. To ensur…
stat.ML2014★ 1 cited
Multi-view Anomaly Detection via Probabilistic Latent Variable Models
Tomoharu Iwata, Makoto Yamada
We propose a nonparametric Bayesian probabilistic latent variable model for multi-view anomaly detection, which is the task of finding instances that have inconsistent views. With…
stat.ML2014★ 3 cited
NLARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data
Makoto Yamada, Avishek Saha, Hua Ouyang +2
We propose a feature selection method that finds non-redundant features from a large and high-dimensional data in nonlinear way. Specifically, we propose a nonlinear extension of t…