198 citations · 565 across the 20 of their papers we have counts for
4 papers · 1 filter
Semi-supervised Collaborative Ranking with Push at Top
Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian +1
Existing collaborative ranking based recommender systems tend to perform best when there is enough observed ratings for each user and the observation is made completely at random.…
New Guarantees for Blind Compressed Sensing
Mohammad Aghagolzadeh, Hayder Radha
Blind Compressed Sensing (BCS) is an extension of Compressed Sensing (CS) where the optimal sparsifying dictionary is assumed to be unknown and subject to estimation (in addition t…
On Hyperspectral Classification in the Compressed Domain
Mohammad Aghagolzadeh, Hayder Radha
In this paper, we study the problem of hyperspectral pixel classification based on the recently proposed architectures for compressive whisk-broom hyperspectral imagers without the…
Dictionary and Image Recovery from Incomplete and Random Measurements
Mohammad Aghagolzadeh, Hayder Radha
This paper tackles algorithmic and theoretical aspects of dictionary learning from incomplete and random block-wise image measurements and the performance of the adaptive dictionar…