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researcher

A. Choromańska

37 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 author6
  • middle author18
  • last author13

Across the 37 of 37 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.CV5
  • stat.ML3
  • cs.CR2
  • cs.RO2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedThe Loss Surfaces of Multilayer Networks

715 citations · 1.4k across the 35 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013

Semistochastic Quadratic Bound Methods

Aleksandr Y. Aravkin, Anna Choromanska, Tony Jebara +1

Partition functions arise in a variety of settings, including conditional random fields, logistic regression, and latent gaussian models. In this paper, we consider semistochastic…

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