83 citations · 323 across the 16 of their papers we have counts for
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cs.LG2017★ 16 cited
JADE: Joint Autoencoders for Dis-Entanglement
Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong +1
The problem of feature disentanglement has been explored in the literature, for the purpose of image and video processing and text analysis. State-of-the-art methods for disentangl…
stat.ML2017★ 4 cited
A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming
Amir-Hossein Karimi
Kernel-based learning algorithms are widely used in machine learning for problems that make use of the similarity between object pairs. Such algorithms first embed all data points…
cs.NE2017★ 2 cited
Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions
A. H. Karimi, M. J. Shafiee, A. Ghodsi +1
In this work, we perform an exploratory study on synthesizing deep neural networks using biological synaptic strength distributions, and the potential influence of different distri…