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  2. 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
  3. 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
  4. 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.
  5. 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.
  6. 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
  7. 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
  8. 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.
  9. 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.
  10. 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
  11. 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.
  12. 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.
  13. 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
  14. 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
  15. 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
  16. 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.
  17. 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.
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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;
  23. 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.
  24. 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
  25. 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
  26. 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
  27. 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. •
  28. 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
  29. 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.
  30. 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
  31. 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
  32. Posts by Tag · Cambridge MLG Blog

    https://mlg.eng.cam.ac.uk/blog/posts-by-tag
    12 Apr 2024: Diffusion Model. 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. ... ByFlow matching (FM) is a new generative modelling
  33. Unsupervised Learning Propagation on Factor Graphs Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/factorprop.pdf
    27 Jan 2023: xi. kn(xi) fk(xSk) and Snew =. kn(xi). Sk {i}. This causes all its neighboring function nodes to merge into one new function node.
  34. Ushnish Sengupta | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/ushnish-sengupta/
    3 Jul 2024: Search. Ushnish Sengupta. I am a Marie Sklodowska-Curie Early Stage Researcher in the MAGISTER consortium which seeks to utilize machine learning to understand and predict thermoacoustic oscillations in aircraft engines or gas turbines. My job, as I
  35. Unsupervised Learning Course OLD Web Page

    https://mlg.eng.cam.ac.uk/zoubin/course03/index.html
    27 Jan 2023: NEW: due Thurs Oct 23). Suggested Readings:. of Basic Maths Needed for Machine Learning.
  36. Christian Steinruecken | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/christian-steinruecken/
    3 Jul 2024: Search. Christian Steinruecken. I am a post-doctoral researcher in machine learning, working with Prof Zoubin Ghahramani on the Automatic Statistician Project. I am a member of King’s College, at the University of Cambridge. My academic interests
  37. Julius von Kügelgen | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/julius-von-kugelgen/
    3 Jul 2024: Search. Julius von Kügelgen. Originally from Hamburg, Germany, Julius studied Mathematics (MSci) at Imperial College London and Artificial Intelligence (MSc) at UPC Barcelona and TU Delft. He joined the Cambridge-Tübingen programme in October 2018
  38. 4F13: Machine Learning Propagation on Factor Graphs Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/ml06/factorprop.pdf
    27 Jan 2023: xi. kn(xi) fk(xSk) and Snew =. kn(xi). Sk {i}. This causes all its neighboring function nodes to merge into one new function node.
  39. 13 Feb 2023: Many existing algorithms restart training for each new hyperparameter choice, at considerable computational cost. ... To achieve probable DG, we propose a new optimization problem called Quantile Risk Minimization (QRM).
  40. Valerii Likhosherstov | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/valerii-likhosherstov/
    3 Jul 2024: Search. Valerii Likhosherstov. I’m a PhD student supervised by Adrian Weller and advised by José Miguel Hernández-Lobato (started in October 2019, Sidney Sussex College). I am funded by the Department of Engineering and Trust Scholarship. Before
  41. Adrià Garriga-Alonso | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/adria-garriga-alonso/
    3 Jul 2024: Search. Adrià Garriga-Alonso. I am a PhD student in the Machine Learning Group at the University of Cambridge, supervised by Prof. I received an MSc in Computer Science from the University of Oxford, and a BSc in Computer Science from Universitat
  42. 2018 Formatting Instructions for Authors Using LaTeX

    https://mlg.eng.cam.ac.uk/adrian/AIES18-crowd_signals.pdf
    16 Jul 2024: political biases varying from liberal to neutral to con-servative: Slate, Salon, New York Times, CNN, AP, Reuters,Politico, Fox News, Drudge Report, and Breitbart News;giving us a total of ... ACM.Lichterman, J. 2010. New Pew data: More Amer-icans are
  43. Dr Adrian Weller appointed as Programme Director for Artificial…

    https://mlg.eng.cam.ac.uk/news/dr-adrian-weller-appointed-as-programme-director-for-artificial-intelligence-at-the-alan-turing-institute/
    3 Jul 2024: Search. Dr Adrian Weller appointed as Programme Director for Artificial Intelligence at The Alan Turing Institute. Feb 10, 2018. MLG member Adrian Weller has been appointed as the Programme Director for Artificial Intelligence at The Alan Turing
  44. 3/09: We are organising the 2009 Machine Learning Summer ...

    https://mlg.eng.cam.ac.uk/zoubin/oldnews.html
    27 Jan 2023: 10/07: We have launched the Cognitive Systems Engineering website. 10/07: New PhD students: Finale Doshi, Jurgen van Gael, Shakir Mohamed. ... 9/06: I'm teaching a new course on Machine Learning (4F13), this Michaelmas term (Fall 2006) at Cambridge.
  45. Cambridge MLG heavily involved with the new Alan Turing Institute |…

    https://mlg.eng.cam.ac.uk/news/cambridge-mlg-heavily-involved-with-the-new-alan-turing-institute/
    3 Jul 2024: Search. Cambridge MLG heavily involved with the new Alan Turing Institute. ... Apr 25, 2016. Cambridge Machine Learning Group has a strong involvement with the new Alan Turing Institute.
  46. How good is the Paris Agreement?

    https://mlg.eng.cam.ac.uk/carl/climate/paris.html
    14 Jul 2024: We need new effective mechanisms which deal with the problems outlined above.
  47. Bruno Kacper Mlodozeniec | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/bruno-kacper-mlodozeniec/
    3 Jul 2024: Search. Bruno Kacper Mlodozeniec. I am a PhD student in the Machine Learning Group supervised by David Krüger and Richard Turner since January 2023. I’m interested in topics relating to causality, causal representation learning and probabilistic
  48. Andrew Foong Yue Kwang | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/andrew-foong-yue-kwang/
    3 Jul 2024: Search. Andrew Foong Yue Kwang. Andrew is a PhD student in the Machine Learning Group supervised by Dr Richard Turner, starting in October 2018. He received his BA and MEng in Information and Computer Engineering from the Cambridge University
  49. Alessandro Davide Ialongo | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/alessandro-davide-ialongo/
    3 Jul 2024: Search. Alessandro Davide Ialongo. Alessandro completed a BA in Philosophy before moving on to a Master’s degree in Machine Learning at UCL. Continuing the work of his Master’s thesis, he spent one year at the Gatsby Computational Neuroscience
  50. Assignment 4: Graphical Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course04/asst4gm.pdf
    27 Jan 2023: Now form a new model for the data bymultiplying these two models and renormalizing:. ... st, and zt—representing the conditional independence relationships in this new model, P3.
  51. Assignment 5: Graphical Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/asst5gm.pdf
    27 Jan 2023: Now form a new model for the data bymultiplying these two models and renormalizing:. ... yt, st, and zt—representing the conditional independence relationships in this new model, P3.

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