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researcher

A. Ihler

14 papers hereh-index 387k citations156 works total

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

author position
  • first author1
  • middle author8
  • last author5

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI3
  • cs.CV2
  • astro-ph.IM1
  • cs.NI1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20112022
most citedBelief Propagation for Structured Decision Making

23 citations · 73 across the 14 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2011★ 3 cited

Planar Cycle Covering Graphs

Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes

We describe a new variational lower-bound on the minimum energy configuration of a planar binary Markov Random Field (MRF). Our method is based on adding auxiliary nodes to every f…

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