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  1. Results that match 1 of 2 words

  2. Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/topics/
    13 Feb 2023: In Advances in Neural Information Processing Systems 34, volume 34, pages 10483-10495, 2021. ... In Advances in Neural Information Processing Systems 34, volume 34, pages 13613-13625.
  3. Probabilistic Machine Learning 4f13 Michaelmas 2021

    https://mlg.eng.cam.ac.uk/teaching/4f13/2122/
    19 Nov 2023: Taught By: Carl Edward Rasmussen and David Krueger. The main page for the course is on moodle.
  4. Zoubin Ghahramani Bio

    https://mlg.eng.cam.ac.uk/zoubin/bio.html
    27 Jan 2023: You can find my publications either on our group publications page, or via Google Scholar, or for a more complete list, on my CV.
  5. Sassan and Azita

    https://mlg.eng.cam.ac.uk/zoubin/misc/sassaz.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page..
  6. Tightness of LP Relaxations for Almost Balanced Models

    https://mlg.eng.cam.ac.uk/adrian/palmost.pdf
    16 Jul 2024: Weiss. Tightening LP relaxations for MAP using message passing. In UAI, pages 503–510, 2008.
  7. Abstract for ``Computation and Psychophysics of Sensorimotor…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/thesis.abstract.html
    27 Jan 2023: 171 pages, 1.0 Mb: postscript. ... Back to Zoubin Ghahramani's Home Page,.
  8. 16 Jul 2024: Tightening LP relaxations for MAP using message passing. In UAI, pages 503–510, 2008.
  9. Google awards $750,000 for “The Automatic Statistician” | Cambridge…

    https://mlg.eng.cam.ac.uk/news/google-awards-750000-for-the-automatic-statistician/
    3 Jul 2024: automatically produces a 10-15 page report describing patterns discovered in the data, but returns a statistical model with state-of-the-art extrapolation performance evaluated over real time series data
  10. Probabilisitc Machine Learning (4F13) chunks

    https://mlg.eng.cam.ac.uk/teaching/4f13/2324/chunks.html
    19 Nov 2023: Probabilistic Machine Learning chunks. The topics and concepts taught in the Probabilisitc Machine Learning course is broken down into a number of chunks, which are detailed in this page.
  11. Eight new papers from the group to appear in ICML 2013 | Cambridge…

    https://mlg.eng.cam.ac.uk/news/eight-new-papers-from-the-group-to-appear-in-icml-2013/
    3 Jul 2024: Abstracts and additional material can be found on our publications page, and links to author webpages can be found on ourCopyright -Published with Wowchemy — the free, open source website builder that
  12. Abstract for ``A Unifying Review...''

    https://mlg.eng.cam.ac.uk/zoubin/abstracts/lds.abs.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  13. Abstract for ``Generative Models for Discovering Sparse…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/rgbn.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  14. Abstract for ``Generalization to Local Remappings of the Visuomotor…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/gen.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  15. Abstract for ``Solving inverse problems using an EM approach to…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/cmss.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  16. Abstract for ``Modular decomposition in visuomotor learning''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/modul.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  17. Abstract for ``An Internal Model for Sensorimotor…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/kalman.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  18. Abstract for ``Hierarchical Nonlinear Factor Analysis and Topographic …

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/nips97.abstract.html
    27 Jan 2023: MIT Press: Cambridge, MA. [postscript]. Back to Zoubin Ghahramani's Home Page,.
  19. Abstract for ``Learning from incomplete data''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/review.abstract.html
    27 Jan 2023: MIT, Cambridge, MA 02139, 1994. Back to Zoubin Ghahramani's Home Page,.
  20. Abstract for ``Supervised learning from incomplete data via an EM…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/nips93.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  21. Abstract for ``Learning Dynamic Bayesian Networks''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/vietri.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  22. Abstract for ``Computational structure of coordinate …

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/coord.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  23. Abstract for ``Switching State-space Models''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/switch.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  24. Abstract for ``Factorial Hidden Markov Models''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/fhmmML.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  25. Abstract for ``Computational Models of Sensorimotor…

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/compmod.abstract.html
    27 Jan 2023: Elsevier Press. [Back to Zoubin Ghahramani's Home Page,.
  26. Five papers from the group to appear at AISTATS 2016 | Cambridge…

    https://mlg.eng.cam.ac.uk/news/five-papers-from-the-group-to-appear-at-aistats-2016/
    3 Jul 2024: Search. Five papers from the group to appear at AISTATS 2016. Jan 18, 2016. Five new papers from the group are to appear at the 2016 International Conference on Artificial Intelligence and Statistics (AISTATS) to be held in May in Cadiz, Spain. The
  27. Abstract for ``Factorial Learning and the EM Algorithm''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/factorial.abstract.html
    27 Jan 2023: Back to Zoubin Ghahramani's Home Page,.
  28. Three new papers from the group to appear in NIPS 2013 | Cambridge…

    https://mlg.eng.cam.ac.uk/news/three-new-papers-from-the-group-to-appear-in-nips-2013/
    3 Jul 2024: Search. Three new papers from the group to appear in NIPS 2013. Oct 17, 2013. Three new papers from the group are to appear in the Proceeding of Neural Information Processing Systems, 2013, and will be presented at the NIPS conference in Lake Tahoe,
  29. Announcing the Cambridge – Tübingen PhD Fellowships in Machine…

    https://mlg.eng.cam.ac.uk/news/announcing-the-cambridge-tubingen-phd-fellowships-in-machine-learning/
    3 Jul 2024: Bernhard Schoelkopf in Tübingen. Please see the fellowship webpage and our PhD Admissions FAQ page for more information.
  30. Network Ranking With Bethe Pseudomarginals Kui TangColumbia…

    https://mlg.eng.cam.ac.uk/adrian/2013_NeurIPS_DiscML_Network.pdf
    16 Jul 2024: AUAI Press, Corvallis, Oregon, 2011, pages 319–326. [14] P. Domingos and M. ... ACM, Saint Petersburg, Russia,2009, pages 565–576. [18] T. Lee and C.-N.
  31. Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs

    https://mlg.eng.cam.ac.uk/adrian/slides-revisit.pdf
    16 Jul 2024: In AAAI, pages 731–736, 1993. J. Larrosa and R. Dechter. On the dual representation of non-binarysemiring-based CSPs.
  32. Ode to an ODE Krzysztof Choromanski ∗Robotics at Google ...

    https://mlg.eng.cam.ac.uk/adrian/NeurIPS20-ODEtoODE.pdf
    16 Jul 2024: In Proceedings of International Conference on NeuralNetworks (ICNN’88), San Francisco, CA, USA, March 28 - April 1, 1993, pages 1183–1188,1993. ... Neural ordinarydifferential equations. In Advances in neural information processing systems, pages
  33. C:/Users/Adrian/Documents/GitHub/betheClean/docs/nb-UAI.dvi

    https://mlg.eng.cam.ac.uk/adrian/nb-UAI.pdf
    16 Jul 2024: McAllester and P. Myl-lymäki, editors, UAI, pages 70–78. AUAI Press, 2008. ... Roweis, editors, ICML, volume 307 ofACM International Conference Proceeding Series, pages 480–487.
  34. Ten new papers from the group to appear at ICML 2014 in Beijing |…

    https://mlg.eng.cam.ac.uk/news/ten-new-papers-from-the-group-to-appear-at-icml-2014-in-beijing/
    3 Jul 2024: Please see our group members page for links to the webpages of the authors.
  35. Ten new papers from the group to appear at NIPS 2014 in Montreal |…

    https://mlg.eng.cam.ac.uk/news/ten-new-papers-from-the-group-to-appear-at-nips-2014-in-montreal/
    3 Jul 2024: Search. Ten new papers from the group to appear at NIPS 2014 in Montreal. Sep 10, 2014. Ten new papers from the group are to appear at the 2014 conference on Advances in Neural Information Processing Systems (NIPS 2014), to be held in December in
  36. Adversarial Graph Embeddings for Fair Influence Maximization over…

    https://mlg.eng.cam.ac.uk/adrian/IJCAI20_AdversarialGraphEmbeddings.pdf
    16 Jul 2024: Generative adversarial nets. InAdvances in neural information processing systems, pages 2672–2680, 2014. ... Ex-ploring social influence for recommendation: a generative modelapproach. In SIGIR, pages 671–680.
  37. 16 Jul 2024: M. Jaggi. Revisiting Frank-Wolfe: Projection-free sparse convexoptimization. In ICML (1), pages 427–435, 2013. ... In UAI, pages 402–410, 2009. J. Mooij. libDAI: A free and open source C++ library fordiscrete approximate inference in graphical models.
  38. Call for applications Cambridge-Tübingen PhD Fellowships in Machine…

    https://mlg.eng.cam.ac.uk/news/call-for-applications-cambridge-tubingen-phd-fellowships-in-machine-learning/
    3 Jul 2024: Please see the fellowship webpage and our PhD Admissions FAQ page for more information.
  39. Five new papers from the group to appear at NIPS 2016 in Barcelona |…

    https://mlg.eng.cam.ac.uk/news/five-new-papers-from-the-group-to-appear-at-nips-2016-in-barcelona/
    3 Jul 2024: Search. Five new papers from the group to appear at NIPS 2016 in Barcelona. Aug 16, 2016. Five new papers from the group are to appear at the 2016 conference on Advances in Neural Information Processing Systems (NIPS 2016), to be held in December in
  40. Seven new papers from the group to appear at NIPS 2015 in Montreal |…

    https://mlg.eng.cam.ac.uk/news/seven-new-papers-from-the-group-to-appear-at-nips-2015-in-montreal/
    3 Jul 2024: Search. Seven new papers from the group to appear at NIPS 2015 in Montreal. Sep 8, 2015. Seven new papers from the group are to appear at the 2015 conference on Advances in Neural Information Processing Systems (NIPS 2015), to be held in December in
  41. BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages ...

    https://mlg.eng.cam.ac.uk/pub/pdf/BeaFalGha05a.pdf
    13 Feb 2023: BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages 349–356doi:10.1093/bioinformatics/bti014. A Bayesian approach to reconstructing geneticregulatory networks with hidden factors.
  42. Gaussian Processes for Machine Learning

    https://mlg.eng.cam.ac.uk/pub/pdf/RasWil06.pdf
    13 Feb 2023: Appendices providemathematical background and a discussion of Gaussian Markov processes. ResourcesThe book Rasmussen and Williams "Gaussian Processes for Machine Learning” ispublished by the MIT Press, 272 pages, 2006, ISBN ... There is an associated
  43. Evaluating and Aggregating Feature-based Model Explanations

    https://mlg.eng.cam.ac.uk/adrian/IJCAI20_EvaluatingAndAggregating.pdf
    16 Jul 2024: In Proceedings of the AAAI Conference on ArtificialIntelligence, volume 33, pages 3681–3688, 2019. ... InAdvances in Neural Information Processing Systems 30(NeurIPS 2017), pages 4765–4774, 2017.
  44. 3F3: Signal and Pattern Processing Lecture 1: Introduction to ...

    https://mlg.eng.cam.ac.uk/teaching/3f3/1011/lect1.pdf
    19 Nov 2023: Mixture modelling (or. www.csse.monash.edu.au/dld/mixture.modelling.page.html - 26k - 4 Oct 2004 - Cached - Similar pages. ... www.lans.ece.utexas.edu/ulg/ - 14k - Cached - Similar pages. Result Page: 1 2 3 4 5 6 7 8 9 10 Next.
  45. Gauged Mini-Bucket Elimination for Approximate Inference Sungsoo Ahn…

    https://mlg.eng.cam.ac.uk/adrian/Gauge_for_Holder_Inference.pdf
    16 Jul 2024: InProceedings of the 28th International Conferenceon Machine Learning (ICML-11), pages 849–856,2011. ... Gauging variational inference. In Advancesin Neural Information Processing Systems 30,pages 2881–2890.
  46. - 4F13: Machine Learning

    https://mlg.eng.cam.ac.uk/teaching/4f13/1011/lect01.pdf
    19 Nov 2023: Mixture modelling (or. www.csse.monash.edu.au/dld/mixture.modelling.page.html - 26k - 4 Oct 2004 - Cached - Similar pages. ... www.lans.ece.utexas.edu/ulg/ - 14k - Cached - Similar pages. Result Page: 1 2 3 4 5 6 7 8 9 10 Next.
  47. - 4F13: Machine Learning

    https://mlg.eng.cam.ac.uk/teaching/4f13/0910/lect01.pdf
    19 Nov 2023: Mixture modelling (or. www.csse.monash.edu.au/dld/mixture.modelling.page.html - 26k - 4 Oct 2004 - Cached - Similar pages. ... www.lans.ece.utexas.edu/ulg/ - 14k - Cached - Similar pages. Result Page: 1 2 3 4 5 6 7 8 9 10 Next.
  48. BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages ...

    https://mlg.eng.cam.ac.uk/zoubin/papers/Bioinformatics05beal.pdf
    27 Jan 2023: BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages 349–356doi:10.1093/bioinformatics/bti014. A Bayesian approach to reconstructing geneticregulatory networks with hidden factors.
  49. BIOINFORMATICS Vol. 20 no. 9 2004, pages 1361–1372DOI:…

    https://mlg.eng.cam.ac.uk/pub/pdf/RanAngGha04a.pdf
    13 Feb 2023: BIOINFORMATICS Vol. 20 no. 9 2004, pages 1361–1372DOI: 10.1093/bioinformatics/bth093. Modeling T-cell activation using geneexpression profiling and state-space models. ... Technical Report, University ofCalifornia, Berkeley. Ong,I., Glasner,J. and
  50. TCS November 2001, 2nd pages.qxd

    https://mlg.eng.cam.ac.uk/zoubin/papers/WolGhaFla01.pdf
    27 Jan 2023: TRENDS in Cognitive Sciences Vol.5 No.11 November 2001. http://tics.trends.com 1364-6613/01/$ – see front matter 2001 Elsevier Science Ltd. All rights reserved. PII: S1364-6613(00)01773-3. 487Review. Daniel M. Wolpert. Sobell Dept ofNeurophysiology
  51. Unsupervised Learning Week 1: Introduction, Statistical Basics,and a…

    https://mlg.eng.cam.ac.uk/zoubin/course04/lect1.pdf
    27 Jan 2023: Mixture modelling (or. www.csse.monash.edu.au/dld/mixture.modelling.page.html - 26k - 4 Oct 2004 - Cached - Similar pages. ... www.lans.ece.utexas.edu/ulg/ - 14k - Cached - Similar pages. Result Page: 1 2 3 4 5 6 7 8 9 10 Next.

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