53 citations · 293 across the 32 of their papers we have counts for
Showing 2014Show all
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stat.ML2014★ 40 cited
Noisy Matrix Completion under Sparse Factor Models
Akshay Soni, Swayambhoo Jain, Jarvis Haupt +1
This paper examines a general class of noisy matrix completion tasks where the goal is to estimate a matrix from observations obtained at a subset of its entries, each of which is…
cs.IT2014★ 53 cited
Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling
Xingguo Li, Jarvis Haupt
This paper examines the problem of locating outlier columns in a large, otherwise low-rank, matrix. We propose a simple two-step adaptive sensing and inference approach and establi…
cs.CV2014
Anomaly-Sensitive Dictionary Learning for Unsupervised Diagnostics of Solid Media
Jeffrey M. Druce, Jarvis D. Haupt, Stefano Gonella
This paper proposes a strategy for the detection and triangulation of structural anomalies in solid media. The method revolves around the construction of sparse representations of…