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Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course04/27 Jan 2023: Suggested Further Readings:. of Basic Maths Needed for Machine Learning. David MacKay's Book, Chapters 20, 22 and 23 on k-means and MoG. -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/puproot.pdf19 Jun 2024: 5. 10. 15. 20. 25Original MMworstmaxWmaxtWbest. maximum edge strength Wmax. 2 4 8 12 160. ... 20. 40. 60. 80. 100Original MMworstmaxWmaxtWbest. low singleton θi [0.1, 0.1] medium singleton θi [2, 2] singleton edge potentials scale together. -
BIOINFORMATICS Vol. 20 no. 9 2004, pages 1361–1372DOI:…
https://mlg.eng.cam.ac.uk/pub/pdf/RanAngGha04a.pdf13 Feb 2023: UK. Received on August 25, 2003; revised on November 20, 2003; accepted on December 18, 2003. ... Bioinformatics 20(9) Oxford University Press 2004; all rights reserved. 1361. at University of C. -
BIOINFORMATICS Vol. 20 no. 9 2004, pages 1361–1372DOI:…
https://mlg.eng.cam.ac.uk/zoubin/papers/Bioinformatics04rangel.pdf27 Jan 2023: UK. Received on August 25, 2003; revised on November 20, 2003; accepted on December 18, 2003. ... A2 (gene 20), CDC2 (gene 21), PCNA (gene 22), integrinalpha-M (gene 26) and MCL-1 (gene 31). -
Understanding the Bethe Approximation: When and How can it go Wrong?
https://mlg.eng.cam.ac.uk/adrian/pabc.pdf19 Jun 2024: true values. 2 8 16 24 320. 20. 40. 60. 80. -
https://mlg.eng.cam.ac.uk/teaching/4f13/1112/cw/mauna.txt
https://mlg.eng.cam.ac.uk/teaching/4f13/1112/cw/mauna.txt19 Nov 2023: 1958.208 315.71 1958.292 317.45 1958.375 317.50 1958.542 315.86 1958.625 314.93 1958.708 313.20 1958.875 313.33 1958.958 ... 1979.375 339.05 1979.458 339.20 1979.542 337.59 1979.625 335.55 1979.708 333.86 1979.792 334.12 1979.875 335.26 1979.958 -
Clamping Improves TRW and Mean Field Approximations
https://mlg.eng.cam.ac.uk/adrian/pclamp-aistats.pdf19 Jun 2024: 5. 0. 5. 10. 15. 20. 25. best. worst. pseudo. greedy. ... 20. 30. 40. best. worst. pseudo. greedy. TRW. Bethe. Mean Field. -
Uprooting and Rerooting Graphical Models
https://mlg.eng.cam.ac.uk/adrian/slides_uproot.pdf19 Jun 2024: 5. 10. 15. 20. 25Original MMworstmaxWmaxtWbest. maximum edge strength Wmax. 2 4 8 12 160. ... 15. 20. 25. 30. 35Original MMworstmaxWmaxtWbest. low θi [0.1, 0.1] medium θi [2, 2]. -
c) d) e) Computer ActualFinger Position PerturbedFinger Position…
https://mlg.eng.cam.ac.uk/pub/pdf/GhaWolJor94a.pdf13 Feb 2023: 4 5. 5 0. 5 5. -10 0 10 20. X (cm). ... 20. 30. 40. 50. Y (c. m). b) crossed x-shift. 1 2 3 4 5 6 7. -
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
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