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https://mlg.eng.cam.ac.uk/news/index.xml
https://mlg.eng.cam.ac.uk/news/index.xml3 Jul 2024: Latest News | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/news/ Latest News Wowchemy (https://wowchemy.com) en-us Wed, 22 Mar 2023 00:00:00 0000 -
https://mlg.eng.cam.ac.uk/index.xml
https://mlg.eng.cam.ac.uk/index.xml3 Jul 2024: Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/ Cambridge Machine Learning Group Wowchemy (https://wowchemy.com) en-us Wed, 22 Mar 2023 00:00:00 0000 -
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs
https://mlg.eng.cam.ac.uk/adrian/slides-revisit.pdf19 Jun 2024: x3. 0. x2. 0. s = x1. 20 / 21. Conclusion. • -
Structured Prediction Models for Chord Transcription of Music Audio…
https://mlg.eng.cam.ac.uk/adrian/icmla09adrian.pdf19 Jun 2024: 20]. The modifications reported in this paper have improved the LabROSA system performance by approximately an 8% relative increase, which is almost equivalent to the state-of-the-art. ... Cortes, and V. Vapnik, “Support vector networks”, Machine -
Exploring Properties of the Deep Image Prior Andreas…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS_2019_DIP7.pdf19 Jun 2024: Adversarial examples were generated for 20 images using the three methods for various adversarialstrengths. -
Directed and Undirected Graphical Models
https://mlg.eng.cam.ac.uk/adrian/2018-MLSALT4-AW1-models.pdf19 Jun 2024: Also known as Markov random fields (MRFs) or Markov networks. 20 / 26. -
Network Ranking With Bethe Pseudomarginals Kui TangColumbia…
https://mlg.eng.cam.ac.uk/adrian/2013_NeurIPS_DiscML_Network.pdf19 Jun 2024: 0 10 20. BP. Figure 1: Top: Expected AUCs. Bottom: Entropies of singleton marginals. -
Bounding the Integrality Distance ofLP Relaxations for Structured…
https://mlg.eng.cam.ac.uk/adrian/OPT2016_paper_3.pdf19 Jun 2024: 1. δ. ). 8m. (20). What remains is to optimize for all posteriors simultaneously. ... j , 2j. 8m ln2. δ. (21). For each j, we assign δj , δ2(j1) probability to the probability that Equation 20 does not hold,substituting (j,δj) for (,δ). -
Adversarial Graph Embeddings for Fair Influence Maximization over…
https://mlg.eng.cam.ac.uk/adrian/IJCAI20_AdversarialGraphEmbeddings.pdf19 Jun 2024: 10 20 30 40Number of Seeds. 0.03. 0.06. 0.09. 0.12. 0.15. ... Attr-1Attr-2Attr-1Attr-2. (a). 10 20 30 40Number of Seeds. 0. 2. 4. -
Understanding the Bethe Approximation: When and How can it ...
https://mlg.eng.cam.ac.uk/adrian/abc.pdf19 Jun 2024: 2020 15 10 5 0 5 10 15 20. 0.18. 0.16. ... 2. 4. 6. (b) cycle0.2 0 0.20. 2. 4. 6. (c) marginal.
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