618 citations · 994 across the 15 of their papers we have counts for
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cs.LG2021★ 21 cited
Compositional Processing Emerges in Neural Networks Solving Math Problems
Jacob Russin, Roland Fernandez, Hamid Palangi +4
A longstanding question in cognitive science concerns the learning mechanisms underlying compositionality in human cognition. Humans can infer the structured relationships (e.g., g…
cs.LG2015★ 130 cited
Distributed Compressive Sensing: A Deep Learning Approach
Hamid Palangi, Rabab Ward, Li Deng
Various studies that address the compressed sensing problem with Multiple Measurement Vectors (MMVs) have been recently carried. These studies assume the vectors of the different c…
cs.LG2013★ 13 cited
Learning Input and Recurrent Weight Matrices in Echo State Networks
Hamid Palangi, Li Deng, Rabab K Ward
Echo State Networks (ESNs) are a special type of the temporally deep network model, the Recurrent Neural Network (RNN), where the recurrent matrix is carefully designed and both th…