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Christian Knoll

Dipl.-Ing., BSc

20142022
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Research Output 2014 2019

Belief Propagation: Accurate Marginals or Accurate Partition Function -- Where is the Difference?

Knoll, C. & Pernkopf, F., 23 Jul 2019, Uncertainty in Artificial Intelligence.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Guided Selection of Accurate Belief Propagation Fixed Points

Knoll, C., Kulmer, F. & Pernkopf, F., 14 Dec 2019. 6 p.

Research output: Contribution to conferencePaperResearchpeer-review

Fixed Points of Belief Propagation - An Analysis via Polynomial Homotopy Continuation

Knoll, C., Chen, T., Mehta, D. & Pernkopf, F., 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 9, p. 2124-2136

Research output: Contribution to journalArticleResearchpeer-review

On Loopy Belief Propagation – Local Stability Analysis for Non-Vanishing Fields

Knoll, C. & Pernkopf, F., 12 Aug 2017, Uncertainty in Artificial Intelligence.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Fixed Point Solutions of Belief Propagation

Knoll, C., Pernkopf, F., Mehta, D. & Chen, T., 9 Dec 2016.

Research output: Contribution to conferencePosterResearchpeer-review

Activities 2017 2019

  • 2 Talk at conference or symposium
  • 1 Poster presentation
  • 1 Talk at workshop, seminar or course

Belief Propagation: Accurate Marginals or Accurate Partition Function -- Where is the Difference?

Christian Knoll (Speaker)
23 Jul 2019

Activity: Talk or presentationTalk at conference or symposiumScience to science

Guided Selection of Accurate Belief Propagation Fixed Points

Christian Knoll (Speaker)
14 Dec 2019

Activity: Talk or presentationPoster presentationScience to science

Fixed Point Solutions of Belief Propagation

Christian Knoll (Speaker)
13 Mar 2017

Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

On Loopy Belief Propagation – Local Stability Analysis for Non-Vanishing Fields

Christian Knoll (Speaker)
12 Aug 2017

Activity: Talk or presentationTalk at conference or symposiumScience to science

Projects 2016 2022