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researcher

M. Szummer

4 papers hereh-index 235.1k citations46 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20122025
most citedAmortized learning of neural causal representations

4 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 4 cited

Amortized learning of neural causal representations

Nan Rosemary Ke, Jane. X. Wang, Jovana Mitrovic +2

Causal models can compactly and efficiently encode the data-generating process under all interventions and hence may generalize better under changes in distribution. These models a…

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