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researcher

A. Choromańska

15 papers hereh-index 346.6k citations150 works total

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

author position
  • first author2
  • middle author5
  • last author8

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CV3
  • cs.RO1
  • eess.IV1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedLow-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape

4 citations · 10 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018

Beyond Backprop: Online Alternating Minimization with Auxiliary Variables

Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel +8

Despite significant recent advances in deep neural networks, training them remains a challenge due to the highly non-convex nature of the objective function. State-of-the-art metho…

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