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  2. John Bradshaw | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/john-bradshaw/
    3 Jul 2024: Search. John Bradshaw. John Bradshaw graduated with a Master’s of Engineering from the University of Cambridge in 2015. After working for a year in a startup that applied deep learning to industrial problems he joined the group as a PhD student in
  3. Marton Havasi | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/marton-havasi/
    3 Jul 2024: Search. Marton Havasi. Marton has received his BA in Computer Science in 2016 and his MPhil in Machine Learning, Speech and Language Technology in 2017 from Cambridge University. He joined the group as a PhD student in October 2017. He is supervised
  4. Elre Oldewage | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/elre-oldewage/
    3 Jul 2024: Search. Elre Oldewage. Elre joined the PhD program in October 2018. She is supervised by Richard Turner and advised by Adrian Weller. She previously studied at the University of Pretoria, South Africa, where she completed her BSc, BSc(Hons) and MSc
  5. John Bronskill | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/john-bronskill/
    3 Jul 2024: Search. John Bronskill. John Bronskill is a postdoc in the Machine Learning Group at the University of Cambridge supervised by Richard Turner. He received a Bachelor’s degree and a Master’s degree in Electrical Engineering from the University of
  6. Robert Pinsler | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/robert-pinsler/
    3 Jul 2024: Search. Robert Pinsler. Robert received his M.Sc. in Computer Science in 2017 from the Technical University of Darmstadt, where he worked withand Prof. Stefan Roth. He joined the group as a Ph.D. student in October 2017. He is supervised by Prof.
  7. Sebastian Ober | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/sebastian-ober/
    3 Jul 2024: Search. Sebastian Ober. Sebastian is a PhD student in the Machine Learning Group supervised by Prof. He joined in October 2018, after completing his BA and MEng in Information and Computer Engineering at the Cambridge University Engineering
  8. Yen-Chen Wu | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/yen-chen-wu/
    3 Jul 2024: Search. Yen-Chen Wu. Yen-Chen is a PhD student in the Machine Learning Group at the University of Cambridge, supervised by Prof. He received an BSc and MSc in Electrical Engineering from National Taiwan University. He is funded by Cambridge Trust.
  9. New faculty member Dr. José Miguel Hernández-Lobato | Cambridge…

    https://mlg.eng.cam.ac.uk/news/new-faculty-member-dr-jose-miguel-hernandez-lobato/
    3 Jul 2024: Search. New faculty member Dr. José Miguel Hernández-Lobato. Apr 25, 2016.
  10. https://mlg.eng.cam.ac.uk/news/index.xml

    https://mlg.eng.cam.ac.uk/news/index.xml
    3 Jul 2024: 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/ Tue, 16 ... Aug 2016 00:00:00 0000
  11. Uprooting and Rerooting Graphical Models

    https://mlg.eng.cam.ac.uk/adrian/slides_uproot.pdf
    16 Jul 2024: Uprooting and Rerooting Graphical Models. Adrian WellerUniversity of Cambridge. ICML, New York, NYJune 21, 2016. ... 5 / 19. Idea: Uprooting (not new). Add a new variable X0.
  12. Three postdoc positions in machine learning at the University of…

    https://mlg.eng.cam.ac.uk/news/three-postdoc-positions-in-machine-learning-at-the-university-of-cambridge/
    3 Jul 2024: Search. Three postdoc positions in machine learning at the University of Cambridge. Feb 29, 2016. We are seeking up to three highly creative and motivated Postdoctoral Research Assistants/Associates to join the Machine Learning Group in the
  13. Postdoc position to study Trust and Transparency aspects of…

    https://mlg.eng.cam.ac.uk/news/postdoc-position-to-study-trust-and-transparency-aspects-of-artificial-intelligence/
    3 Jul 2024: The appointment will be for 3 years. CFI is a new, highly interdisciplinary research centre addressing the challenges and opportunities posed by artificial intelligence (AI). ... This is a new Research Associate post within CFI’s Trust and Transparency
  14. preferential_fairness_nips_2017.pages

    https://mlg.eng.cam.ac.uk/adrian/preferential_fairness_nips_2017.pdf
    16 Jul 2024: 4. New notions of fairness. M (100). W (100)M (200) W (200).
  15. Leader Stochastic Gradient Descent (LSGD) for Distributed Training of …

    https://mlg.eng.cam.ac.uk/adrian/LSGD_Poster_NeurIPS2019.pdf
    16 Jul 2024: Improvements in Step Direction. When the landscape is locally convex, we expect that the new leader term will bring the step direction closer to the global minimizer.
  16. Dan Roy receives dissertation award | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/news/dan-roy-receives-dissertation-award/
    3 Jul 2024: Search. Dan Roy receives dissertation award. Nov 17, 2011. Dan Roy‘s PhD dissertation, “Computability, inference and modeling in probabilistic programming”, has been selected as a winner of a MIT/EECS Sprowls Award, recognizing it as one of
  17. Carl Rasmussen promoted to Professor | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/carl-rasmussen-promoted-to-professor/
    3 Jul 2024: Search. Carl Rasmussen promoted to Professor. Jun 12, 2014. Congratulations to Carl Rasmussen on his promotion to the senior academic post of Professor in the Department of Engineering! The announcement in the reporter can be foundCopyright
  18. The Automatic Statistician is Online | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/the-automatic-statistician-is-online/
    3 Jul 2024: Search. The Automatic Statistician is Online. Jul 23, 2014. A first version of the Automatic Statistician is online at. The website describes the project, links to example automatic data analyses and has a simple demo where you can upload your own
  19. Sebastien Bratieres awarded AWS grant | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/sebastien-bratieres-awarded-aws-grant/
    3 Jul 2024: Search. Sebastien Bratieres awarded AWS grant. Sep 21, 2009. Sebastien’s Bratieres has been awarded anCopyright -Published with Wowchemy — the free, open source website builder that empowers creators. https://mlg.eng.cam.ac.uk/. Cite.
  20. Clamping Variables and Approximate Inference

    https://mlg.eng.cam.ac.uk/adrian/newsclamp.pdf
    16 Jul 2024: Then argue as above to yield simple new proof of ZB ZClamping any variable and summing can only improve ZB. ... Note: ZBi (0) = ZB|Xi =0, ZBi (x) = ZB, ZBi (1) = ZB|Xi =1Define new function,.
  21. Neil Houlsby awarded Google Fellowship | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/neil-houlsby-awarded-google-fellowship/
    3 Jul 2024: Search. Neil Houlsby awarded Google Fellowship. Sep 21, 2010. Neil Houlsby will be joining the lab on aCopyright -Published with Wowchemy — the free, open source website builder that empowers creators. https://mlg.eng.cam.ac.uk/. Cite.
  22. James Lloyd and Alex Davies help create the world’s first…

    https://mlg.eng.cam.ac.uk/news/james-lloyd-and-alex-davies-help-create-the-world-first-computer-generated-musical/
    3 Jul 2024: Search. James Lloyd and Alex Davies help create the world’s first computer-generated musical. Jan 25, 2016. MLG alumni Dr James Robert Lloyd and Dr Alex Davies have helped create the world’s first musical largely created by computer, in work
  23. David Knowles wins ISBA Lindley Prize | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/david-knowles-wins-isba-lindley-prize/
    3 Jul 2024: Search. David Knowles wins ISBA Lindley Prize. Oct 16, 2014. Congratulations to David Knowles for winning this year’s Lindley Prize for his paper “Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression”. The prize
  24. Yarin Gal wins Google Europe Doctoral Fellowship | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/yarin-gal-wins-google-europe-doctoral-fellowship/
    3 Jul 2024: This year 15 fellowships were awarded to new doctoral students across Europe.
  25. Andrew Gordon Wilson wins UAI Best Student Paper | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/andrew-gordon-wilson-wins-uai-best-student-paper/
    3 Jul 2024: The Engineering Department’s news story can be foundCopyright -Published with Wowchemy — the free, open source website builder that empowers creators.
  26. Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs

    https://mlg.eng.cam.ac.uk/adrian/slides-revisit.pdf
    16 Jul 2024: ︸ ︷︷ ︸. new unary potentialsψ′i (xi ) ψ. ′j (xj ). (d dd d. )︸ ︷︷ ︸. constant. • This can be very powerful, allows us after pruning to end up withjust ... Though this may introduce new NMRF nodes for the unary terms.• To show
  27. Carl Rasmussen awarded 2009 DeGroot Prize | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/carl-rasmussen-awarded-2009-degroot-prize/
    3 Jul 2024: Search. Carl Rasmussen awarded 2009 DeGroot Prize. Sep 21, 2009. Carl Rasmussen has been awarded the 2009 DeGroot prize for his book “Gaussian Processes for Machine Learning“. The book is availble for purchase or forCopyright -Published with
  28. Tightness of LP Relaxations for Almost Balanced Models

    https://mlg.eng.cam.ac.uk/adrian/CP_AlmostBalanced.pdf
    16 Jul 2024: Exponential search space, NP-hard in general. One contribution: prove that this problem is tractablefor a new class of models.
  29. Assignment 2: Latent Variable Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/asst2.pdf
    27 Jan 2023: Assignment 2: Latent Variable Models. Unsupervised Learning. Zoubin Ghahramani. NEW Due: Thurs Oct 23, 2003.
  30. Amar Shah wins Qualcomm Innovation Fellowship | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/amar-shah-wins-qualcomm-innovation-fellowship/
    3 Jul 2024: Search. Amar Shah wins Qualcomm Innovation Fellowship. Apr 9, 2014. Congratulations to Amar Shah for winning a Qualcomm Innovation Fellowship! The fellowship includes an amount of £10,000 to support the researcher for the academic year. Information
  31. John Cunningham article published in Nature | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/john-cunningham-article-published-in-nature/
    3 Jul 2024: Search. John Cunningham article published in Nature. Nov 1, 2012. Prof. John Cunningham’s article “Neural population dynamics during reaching”, work completed while a Post-Doc in the Machine Learning Group, is published in the journal Nature.
  32. Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/group/
    3 Jul 2024: Search. FACULTY. SENIOR RESEARCHERS. POST-DOCS. GRADUATE STUDENTS. Alumni. Copyright -Published with Wowchemy — the free, open source website builder that empowers creators. https://mlg.eng.cam.ac.uk/. Cite.
  33. Javier Antorán | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/javier-antoran/
    3 Jul 2024: Search. Javier Antorán. Originally from Zaragoza, Spain, Javier graduated from the University of Zaragoza in Telecommunications Engineering (EE/CS) in 2018. Javier went on to receive an MPhil in Machine Learning and Machine Intelligence from the
  34. Jonathan Gordon | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/jonathan-gordon/
    3 Jul 2024: Search. Jonathan Gordon. Jonathan graduated from Cambridge University with a MPhil in Machine Learning, Speech and Language Technology in 2017. Before that he graduated with a BSc and MSc in engineering and applied statistics from the Ben-Gurion
  35. Richard Turner | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/richard-turner/
    3 Jul 2024: Search. Richard Turner. My research lies at the interface between computer perception (which builds artificial systems for understanding images, sounds and videos), neuroscience (which tries to understand the brain) and machine-learning (which
  36. Alexander Terenin | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/alexander-terenin/
    3 Jul 2024: Search. Alexander Terenin. Copyright -Published with Wowchemy — the free, open source website builder that empowers creators. https://mlg.eng.cam.ac.uk/. Cite.
  37. Penney Ante

    https://mlg.eng.cam.ac.uk/adrian/Penney.pdf
    16 Jul 2024: 4, p.503, 2007. Y. Nishiyama. Pattern matching probabilities and paradoxes as a new variationon Penney’s coin game.
  38. James Requeima | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/james-requeima/
    3 Jul 2024: Search. James Requeima. I’m a PhD student studying machine learning at the University of Cambridge in the Computational and Biological Learning Lab. My advisor is Dr. Richard Turner. I’m interested in meta-learning, neural processes, approximate
  39. Gergely Flamich | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/gergely-flamich/
    3 Jul 2024: Search. Gergely Flamich. I am a PhD student in the Machine Learning Group supervised by José Miguel Hernández Lobato since October 2020. I am primarily interested in developing and analysing data compression algorithms and applying them to neural
  40. James Allingham | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/james-allingham/
    3 Jul 2024: Search. James Allingham. I am a PhD student in the Machine Learning Group at the University of Cambridge, supervised by José Miguel Hernández-Lobato, and a member of Darwin College. Before starting the PhD, I was a consultant for Wolfram Research
  41. Vincent Stimper | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/vincent-stimper/
    3 Jul 2024: Search. Vincent Stimper. I am a PhD student in the ELLIS program being supervised by Prof. José Miguel Hernández-Lobato (University of Cambridge) and Prof. Bernhard Schölkopf (Max Planck Institute for Intelligent Systems). At the moment, I am
  42. Wessel Bruinsma | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/wessel-bruinsma/
    3 Jul 2024: Search. Wessel Bruinsma. Hey! I am a PhD student at the Machine Learning Group at the University of Cambridge, supervised by Dr Richard Turner, and a member of Christ’s College. Previously, I was a machine learning researcher for Invenia Labs;
  43. Homework 3: Part I Statistical Approaches to Learning and ...

    https://mlg.eng.cam.ac.uk/zoubin/SALD/HW3-1.pdf
    27 Jan 2023: Now form a new model for the data bymultiplying these two models and renormalizing:. ... and zt—representing theconditional independence relationships in this new model, P3.
  44. Erik Daxberger | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/erik-daxberger/
    3 Jul 2024: Search. Erik Daxberger. Hi there, I am Erik, a PhD student in the Machine Learning Group at the University of Cambridge, supervised by José Miguel Hernández-Lobato. As a Cambridge-Tübingen fellow, I will also spend a year of my PhD at the Max
  45. Siddharth Swaroop | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/siddharth-swaroop/
    3 Jul 2024: Search. Siddharth Swaroop. Siddharth graduated with a Master’s in Engineering from the University of Cambridge in 2017. He joined the Machine Learning Group, in CBL, in October 2017 as a PhD student, supervised by Dr Richard Turner. He is funded
  46. Runa Eschenhagen | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/runa-eschenhagen/
    3 Jul 2024: Search. Runa Eschenhagen. I am a PhD student in the Machine Learning Group within the Computational and Biological Learning Lab at the University of Cambridge, supervised by Richard Turner and advised by Carl Edward Rasmussen. I am broadly
  47. 3F3: Signal and Pattern Processing Lecture 4: Clustering Zoubin ...

    https://mlg.eng.cam.ac.uk/teaching/3f3/1011/lect4.pdf
    19 Nov 2023: Examples:. • cluster news stories into topics. • cluster genes by similar function. •
  48. Frederik Eaton wins AISTATS Notable Paper Award | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/frederik-eaton-wins-aistats-notable-paper-award/
    3 Jul 2024: Search. Frederik Eaton wins AISTATS Notable Paper Award. Mar 21, 2011. Frederik Eaton has won a Notable Paper Award for his AISTATS 2011 paper on his approximation framework “A conditional game for comparing approximations“. A video of the
  49. Cambridge MLG Blog

    https://mlg.eng.cam.ac.uk/blog/
    12 Apr 2024: 20 January 2024. An introduction to Flow Matching. ByFlow matching (FM) is a new generative modelling paradigm which is rapidly gaining popularity in the deep learning community.
  50. Zoubin Ghahramani | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/zoubin-ghahramani/
    3 Jul 2024: Search. Zoubin Ghahramani. I studied Computer Science and Cognitive Science at the University of Pennsylvania and obtained my PhD from MIT in 1995. From 1995 to 1998, I was a Postdoctoral Fellow at the University of Toronto, working with Geoff Hinton
  51. Zoubin Ghahramani and Adrian Weller involved with the Centre for the…

    https://mlg.eng.cam.ac.uk/news/zoubin-ghahramani-and-adrian-weller-involved-with-the-centre-for-the-future-of-intelligence/
    3 Jul 2024: Search. Zoubin Ghahramani and Adrian Weller involved with the Centre for the Future of Intelligence, which was launched this week. Oct 26, 2016. and Adrian Weller are involved with the Leverhulme Centre for the Future of Intelligence which was

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