1.4k citations · 1.6k across the 21 of their papers we have counts for
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cs.LG2017★ 80 cited
Mathematics of Deep Learning
Rene Vidal, Joan Bruna, Raja Giryes +1
Recently there has been a dramatic increase in the performance of recognition systems due to the introduction of deep architectures for representation learning and classification.…
stat.ML2017★ 8 cited
Understanding the Learned Iterative Soft Thresholding Algorithm with matrix factorization
Thomas Moreau, Joan Bruna
Sparse coding is a core building block in many data analysis and machine learning pipelines. Typically it is solved by relying on generic optimization techniques, such as the Itera…