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researcher

A. Masoomi

19 papers hereh-index 9237 citations35 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author17

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • stat.ML3
  • cs.CV1
  • math.RT1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedExplanations of Black-Box Models based on Directional Feature Interactions

9 citations · 24 across the 16 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Kernel Dependence Network

Chieh Wu, Aria Masoomi, Arthur Gretton +1

We propose a greedy strategy to spectrally train a deep network for multi-class classification. Each layer is defined as a composition of linear weights with the feature map of a G…

stat.ML2020

Deep Layer-wise Networks Have Closed-Form Weights

Chieh Wu, Aria Masoomi, Arthur Gretton +1

There is currently a debate within the neuroscience community over the likelihood of the brain performing backpropagation (BP). To better mimic the brain, training a network $\text…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.