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Christian Knoll

Dipl.-Ing., BSc

20142022
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Research Output 2014 2018

  • 3 Conference contribution
  • 1 Poster
  • 1 Article
  • 1 Diploma Thesis
2018

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

2017

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

2016

Fixed Point Solutions of Belief Propagation

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

Research output: Contribution to conferencePosterResearchpeer-review

Fixed Points Solutions of Belief Propagation

Knoll, C., Pernkopf, F., Mehta, D. & Chen, T., 2016, Neural Information Processing Systems (NIPS) workshop.

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

2015

Message Scheduling Methods for Belief Propagation

Knoll, C., Rath, M., Tschiatschek, S. & Pernkopf, F., 2015, Machine Learning and Knowledge Discovery in Databases. Springer Verlag, p. 295 310 p. (Lecture Notes in Computer Science; vol. 9285).

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

2014

Alternative Descriptions for Random Variables

Knoll, C., 2014

Research output: ThesisDiploma ThesisResearch