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  2. 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: Search. Google awards $750,000 for “The Automatic Statistician”. Feb 10, 2014. The Automatic Statistician, a project led by Zoubin Ghahramani, has won a $750,000 Google Focused Research Award. This Award consists of a no-strings attached
  3. Quadrianto, Bratières and Ghahramani awarded Amazon Grant | Cambridge …

    https://mlg.eng.cam.ac.uk/news/quadrianto-bratieres-and-ghahramani-awarded-amazon-grant/
    3 Jul 2024: Search. Quadrianto, Bratières and Ghahramani awarded Amazon Grant. Oct 17, 2013. Novi Quadrianto, Sébastien Bratières, and Zoubin Ghahramani have been awarded an Amazon Web Services (AWS) in Education Research Grant (in the Machine Learning
  4. Gibbs Sampling

    https://mlg.eng.cam.ac.uk/teaching/4f13/2324/gibbs%20sampling.pdf
    19 Nov 2023: x x′ x′′ x′′′. One such algorithm is called Gibbs sampling: for each component i of x in turn,sample a new value from the conditional distribution of xi given all
  5. Gibbs Sampling

    https://mlg.eng.cam.ac.uk/teaching/4f13/2122/gibbs%20sampling.pdf
    19 Nov 2023: x x′ x′′ x′′′. One such algorithm is called Gibbs sampling: for each component i of x in turn,sample a new value from the conditional distribution of xi given all
  6. Assignment 2: Latent Variable Models Unsupervised Learning Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course04/asst2em.pdf
    27 Jan 2023: What is the new learnedparameter vector for this data set? Explain why this might be better or worse thanthe ML estimate.
  7. Reinforcement Learning for 3D Molecular Design · Cambridge MLG Blog

    https://mlg.eng.cam.ac.uk/blog/2021/04/30/reinforcement-learning-for-3d-molecular-design.html
    12 Apr 2024: In this blog post, we will outline how we combine ideas from reinforcement learning and quantum chemistry to catalyse the search for new molecules. ... t$ and a new atom of element $e_t$, begin{equation} r(s_t, a_t) = left[E(mathcal{C}_t) E(e_t)right] - E
  8. 10 | UNIVERSITY OF CAMBRIDGE NEWSLETTER | FEBRUARY / ...

    https://mlg.eng.cam.ac.uk/zoubin/misc/KarstenMalariaNewsletter.pdf
    27 Jan 2023: For stories about breakthroughs in the sciences and the arts by Cambridge researchers go to www.admin.cam.ac.uk/news. ... New mathematical questions are being generated all the time as more comparative gene finding gets underway.
  9. Cambridge Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/authors/
    13 Feb 2023: This link provides a new insight into the relationship between kernel methods and random forests. ... Abstract: This paper introduces a new framework for data efficient and versatile learning.
  10. Three recent papers from MLG | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/news/three-recent-papers-from-mlg/
    3 Jul 2024: Search. Three recent papers from MLG. May 11, 2017. We wish to highlight three recent papers led by members from the group. The text can be found on the authors’ personal pages. Mark Rowland, Aldo Pacchiano and Adrian Weller. Conditions beyond
  11. 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
  12. 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
  13. Modelling data

    https://mlg.eng.cam.ac.uk/teaching/4f13/2122/modelling%20data.pdf
    19 Nov 2023: generalize from observations in the training set to new test cases(interpolation and extrapolation). •
  14. Best Paper Award at ICML 2019 | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/news/best-paper-award-at-icml-2019/
    3 Jul 2024: Search. Best Paper Award at ICML 2019. Sep 19, 2019. Congratulations to our PhD student David R. Carl E. Rasmussen and our PhD alumnus Mark van der Wilk (now at PROWLER.io) for receiving a Best Paper Award at ICML 2019 in Long Beach, CA, USA, for
  15. Seventeen Recent Papers from MLG | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/news/seventeen-recent-papers-from-mlg/
    3 Jul 2024: Search. Seventeen Recent Papers from MLG. Feb 18, 2018. andJiri Hron,J. van der Westhuizen , Brooks Paige, M. Kusner andV. Pong, Shixiang Gu, M. Dalal and S. Levine. Temporal Difference Models: Model-Free Deep RL for Model-Based Control. B. Eysenbach
  16. José Miguel Hernández Lobato | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/people/jose-miguel-hernandez-lobato/
    3 Jul 2024: Search. José Miguel Hernández Lobato. Since Sep 2016, I am a University Lecturer (equivalent to US Assistant Professor) in Machine Learning at the Department of Engineering in the University of Cambridge, UK. I was before a postdoctoral fellow in
  17. 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
  18. Google Summer of Code and Turing.jl | Cambridge Machine Learning Group

    https://mlg.eng.cam.ac.uk/news/2023-03-22-turing-gsoc-announcement/
    3 Jul 2024: GSoC is a global, online program focused on bringing new contributors into open source software development.
  19. Faculty Position in Machine Learning | Cambridge Machine Learning…

    https://mlg.eng.cam.ac.uk/news/faculty-position-in-machine-learning/
    3 Jul 2024: Search. Faculty Position in Machine Learning. Jan 4, 2016. The University of Cambridge is inviting applications for a faculty position in the Machine Learning group. The position also offers the opportunity to participate in the newly established
  20. 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: Search. Eight new papers from the group to appear in ICML 2013. ... Apr 18, 2013. Eight new papers from the group are to appear in the proceedings of the 30th International Conference on Machine Learning (ICML 2013), to be held in Altanta, Georgia,
  21. Cambridge – Tübingen PhD Fellowships in Machine Learning | Cambridge…

    https://mlg.eng.cam.ac.uk/cambridge_tubingen_phd_fellowships/
    3 Jul 2024: research. In 2014, we launched a new and exciting initiative whereby a small group of select PhD candidates are jointly supervised at both institutions.
  22. Sensorimotor Control and Robotics

    https://mlg.eng.cam.ac.uk/zoubin/motor.html
    27 Jan 2023: Building blocks of movement (News & Views, on Thoroughman and Shadmehr article).
  23. Zoubin Ghahramani Software

    https://mlg.eng.cam.ac.uk/zoubin/software.html
    27 Jan 2023: Software written in Matlab:. New!
  24. Machine Learning 4f13 Michaelmas 2015

    https://mlg.eng.cam.ac.uk/teaching/4f13/1516/
    19 Nov 2023: There is no final exam. Time: Friday 2pm to 4pm. Location: NEW LT2 (weeks 7-8 in LT0 ) (Inglis Building), Department of Engineering, Trumpington Street (map). ... 25th Nov in LR5, 3pm-4pm. NEWS: We now have an FAQ site!
  25. Clustering

    https://mlg.eng.cam.ac.uk/zoubin/clustering.html
    27 Jan 2023: A New Approach to Data Driven Clustering..
  26. Adrian Weller

    https://mlg.eng.cam.ac.uk/adrian/
    16 Jul 2024: ACM conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2022 [new horizons award]. ... ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems (Frontiers4LCD), 2023.
  27. Thang D. Bui Receives Google European Doctoral Fellowship | Cambridge …

    https://mlg.eng.cam.ac.uk/news/thang-d-bui-receives-google-european-doctoral-fellowship/
    3 Jul 2024: This year 15 fellowships were awarded to new doctoral students across Europe.
  28. 27 Jan 2023: Various new local phase-based signal processing methods are being developed to achieve this within acceptable levels of computational complexity.
  29. New MPhil programme in Machine Learning, Speech, and Language…

    https://mlg.eng.cam.ac.uk/news/new-mphil-programme-in-machine-learning-speech-and-language-technologies/
    3 Jul 2024: Search. New MPhil programme in Machine Learning, Speech, and Language Technologies. ... Nov 12, 2014. A new MPhil programme has been created jointly by the Machine Learning Group and the Speech Group at the Engineering Department at the University of
  30. 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: 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.
  31. https://mlg.eng.cam.ac.uk/zoubin/misc/karna.txt

    https://mlg.eng.cam.ac.uk/zoubin/misc/karna.txt
    27 Jan 2023: The danger of responding with violence is the likelihood that it will create new victims and spawn a renewed cycle of violence. ... History is replete with examples of nations overreacting to violence in ways that have only spawned new threats to their
  32. Abstract for ``A Unifying Review...''

    https://mlg.eng.cam.ac.uk/zoubin/abstracts/lds.abs.html
    27 Jan 2023: This is achieved by collecting together disparate observations and derivations made by many previous authors and introducing a new way of linking discrete and continuous state models using a simple nonlinearity. ... We introduce a new model for static
  33. 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: Search. Ten new papers from the group to appear at ICML 2014 in Beijing. ... Apr 22, 2014. Ten new papers from the group are to appear in the 31st International Conference on Machine Learning (ICML 2014), to be held in Beijing, China this June.
  34. Prize winning papers from MLG at ICML 2017 | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/prize-winning-papers-from-mlg-at-icml-2017/
    3 Jul 2024: Search. Prize winning papers from MLG at ICML 2017. Aug 10, 2017. Several papers from MLG have won prizes at ICML 2017. Congratulations to everyone involved! Best Paper Honourable Mention Matej Balog, Nilesh Tripuraneni, Zoubin Ghahramani, Adrian
  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. 23 Nov 2022: I will talk about a new approach to PPLs that does not build an explicit graphical model. ... As research into new MCMC methods remains very active, it is likely that future generations of software will incorporate new methods to improve the user
  37. Some views on the US terrorist attack

    https://mlg.eng.cam.ac.uk/zoubin/misc/us-afghan.html
    27 Jan 2023: New York, September 12, 2001) -- We profoundly condemn yesterday's cruel attacks in the United States and express our condolences to the victims and their loved ones.
  38. The Voluntary International Carbon Alliance

    https://mlg.eng.cam.ac.uk/carl/climate/vica.html
    14 Jul 2024: Therefore, for a new country to join, they would have to join retrospectively, ie, they would have to pay what their contributions (fees minus payouts) would have been since the inception
  39. Microsoft Research and Cambridge MLG joint workshop, March 18th |…

    https://mlg.eng.cam.ac.uk/news/microsoft-research-and-cambridge-mlg-joint-workshop/
    3 Jul 2024: Search. Microsoft Research and Cambridge MLG joint workshop, March 18th. Mar 2, 2016. Microsoft Research, Cambridge and the University of Cambridge Machine Learning Group have organized a Machine Learning and Artificial Intelligence workshop on
  40. Alessandro Ialongo awarded Qualcomm Innovation Fellowship | Cambridge …

    https://mlg.eng.cam.ac.uk/news/alessandro-ialongo-awarded-qualcomm-innovation-fellowship/
    3 Jul 2024: Search. Alessandro Ialongo awarded Qualcomm Innovation Fellowship. May 12, 2017. MLG graduate student Alessandro Ialongo has been selected for the 2017 Qualcomm Innovation Fellowship. He was awarded $40,000 for his innovation proposal titled
  41. Abstract for ``Computational structure of coordinate …

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/coord.abstract.html
    27 Jan 2023: We have chosen a coordinate transformation system---the visuomotor map which transforms visual coordinates into motor coordinates---to study the generalization effects of learning new input--output pairs.
  42. Abstract for ``Switching State-space Models''

    https://mlg.eng.cam.ac.uk/zoubin/zoubin/switch.abstract.html
    27 Jan 2023: We introduce a new statistical model for time series which iteratively segments data into regimes with approximately linear dynamics and learns the parameters of each of these linear regimes.
  43. PhD Programme in Advanced Machine Learning | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/phd_programme_in_advanced_machine_learning/
    3 Jul 2024: The supervisors areandis currently on academic leave and not accepting new students at this time.
  44. Postdoctoral and Senior Postdoctoral Positions in Machine Learning |…

    https://mlg.eng.cam.ac.uk/news/postdoctoral-and-senior-postdoctoral-positions-in-machine-learning/
    3 Jul 2024: Search. Postdoctoral and Senior Postdoctoral Positions in Machine Learning. Sep 19, 2019. DEADLINE: 6 March 2015. We are seeking up to three highly creative and motivated researchers to join the Machine Learning Group in the Department of Engineering
  45. James Lloyd leads team to victory in AutoML competition | Cambridge…

    https://mlg.eng.cam.ac.uk/news/james-lloyd-leads-team-to-victory-in-automl-competition/
    3 Jul 2024: This round of the competition required participants to submit code that would produce predictions for five new multiclass classification tasks entirely autonomously within strict time, CPU, memory and disk space constraints.
  46. Zoubin Ghahramani appointed Deputy Director of the new Leverhulme…

    https://mlg.eng.cam.ac.uk/news/zoubin-ghahramani-appointed-deputy-director-of-the-new-leverhulme-centre-for-the-future-of-intelligence/
    3 Jul 2024: Search. Zoubin Ghahramani appointed Deputy Director of the new Leverhulme Centre for the Future of Intelligence. ... Jan 4, 2016. The University of Cambridge has announced a new research centre thanks to a £10 million grant from the Leverhulme Trust.
  47. 12 papers with MLG authors appeared at ICML 2019 | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/12-papers-with-mlg-authors-appeared-at-icml-2019/
    3 Jul 2024: Search. 12 papers with MLG authors appeared at ICML 2019. Sep 19, 2019. 12 papers with MLG authors appeared at ICML 2019 in Long Beach, CA, USA. David R. Burt, Carl E. Rasmussen and Mark van der Wilk. Rates of Convergence for Sparse Variational
  48. A symposium and workshops at NIPS with MLG organisers. | Cambridge…

    https://mlg.eng.cam.ac.uk/news/a-symposium-and-workshops-at-nips-with-mlg-organisers/
    3 Jul 2024: Search. A symposium and workshops at NIPS with MLG organisers. Aug 19, 2016. MLG members are involved with the organisation of one symposium and three workshops at NIPS. These are:. Symposium. Machine Learning and the Law. Adrian Weller, Thomas D.
  49. Ten papers from the group to appear at ICML 2016 | Cambridge Machine…

    https://mlg.eng.cam.ac.uk/news/ten-papers-from-the-group-to-appear-at-icml-2016/
    3 Jul 2024: Search. Ten papers from the group to appear at ICML 2016. Apr 27, 2016. Ten papers involving authors from MLG will appear at the International Conference on Machine Learning 2016. They are:. Unitary Evolution Recurrent Neural Networks. Martin
  50. Ten papers with MLG authors to appear at ICML 2017 | Cambridge…

    https://mlg.eng.cam.ac.uk/news/ten-papers-with-mlg-authors-to-appear-at-icml-2017/
    3 Jul 2024: Search. Ten papers with MLG authors to appear at ICML 2017. Jun 1, 2017. Ten papers including authors from the Cambridge Machine Learning Group will appear at the International Conference for Machine Learning (ICML) 2017. They are:. Li Y. and Gal Y.
  51. 13 papers with MLG authors to appear at ICML 2018 | Cambridge Machine …

    https://mlg.eng.cam.ac.uk/news/13-papers-with-mlg-authors-to-appear-at-icml-2018/
    3 Jul 2024: Search. 13 papers with MLG authors to appear at ICML 2018. May 23, 2018. 13 papers with MLG authors will appear at ICML 2018 in Stockholm, Sweden. Matej Balog, Ilya Tolstikhin, and Bernhard Schölkopf. Differentially Private Database Release via

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