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M. Opper

50 papers hereh-index 419.9k citations224 works total

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

author position
  • first author3
  • middle author11
  • last author36

Across the 50 of 50 papers where every author was matched, so the position is known.

fields
  • stat.ML17
  • cond-mat.dis-nn11
  • cond-mat.stat-mech4
  • cs.IT4
  • q-bio.NC4
  • cs.LG3
same name
  • M. Opper — 3 papers, h 11
  • M. Opper — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
19952023
most citedOptimal control as a graphical model inference problem

302 citations · 1k across the 48 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 3 cited

Analysis of Random Sequential Message Passing Algorithms for Approximate Inference

Burak Çakmak, Yue M. Lu, Manfred Opper

We analyze the dynamics of a random sequential message passing algorithm for approximate inference with large Gaussian latent variable models in a student-teacher scenario. To mode…

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