zoubin ghahramani cv

Heller, and Z. Ghahramani. Advised by Prof. Richard E. Turner and Prof. Zoubin Ghahramani FRS. My main research interest are the statistics of discrete objects and structures: permutations, graphs, partitions, binary sequences. Proceedings of the AAAI Conference on Artificial Intelligence 33, 5207-5215, ... CV Nguyen, RE Turner, Z Ghahramani, A Weller. We also gratefully acknowledge the support of NVIDIA Corporation with the donation of the Titan X Pascal GPU used for this research. I did my undergraduate degree at the University of Oxford, supervised by Frank Wood and Jan-Willem van de Meent. Palma: Interested in a PhD in Machine Learning? His final year project was supervised by Prof Zoubin Ghahramani. Jure Leskovec, Kevin Lang, Anirban Dasgupta and Michael Mahoney. RESUME () RECENT POSITIONS - Group Leader at the Max Planck Institute for Intelligent Systems. *��C.��ԭE�q�x\�ήz��M��P�%�X+�&3��h 5=�!��^B��)��e�mk�4�o��0.�|SM1��كFz��t�N�x�x8��e��р�� Cٴ��L�:�Ý�xq�� "�U�T�W�;V��s Srj�^�Tw��=�k��JeSs)끚�mq(}��z;-T�SB��f��Q��s�:��Lu�+-��8l��}q��R�W�Xֻ$-��I��6@x��"/e[o`d^�&|lm*�w-&��PO[A��֜�_`תS%�=��a"4!�Y�QW�ug��m!0V�TOw��o`��R�.��r��pj��;��*��A�$ Novi Quadrianto and Zoubin Ghahramani. ACL, 2013. 6-b;"��5��o]�� Í9*@��uͷ��9/l�Z�=&��Y��Qp^�b��E�8� ۀ5�S!��T;5��1�,W�ϕXoZ�FN ��gUM��UdY�Y+Yq. Apply to. CV and Bio. Dependent Indian bu et processes. /Filter /FlateDecode 14 0 obj • Working with Prof. David M. Blei and Prof. Zoubin Ghahramani • Research topics: Probabilistic models for econometrics (shopping and location data) and electronic health records. CV; I’m a PhD student at the Computational and Biological Learning Lab, University of Cambridge, supervised by José Miguel Hernández-Lobato and Zoubin Ghahramani. Bayesian deep learning • deep learning • approximate Bayesian inference • Gaussian processes • Bayesian modelling • Bayesian non-parametrics • scal- able MCMC • generative modelling; Applications including AI safety • ML interpretability • reinforcement learning • active learning • natural language processing• computervision• medicalanalysis. This is a unique programme, and admission in the last years was highly competitive. Kronecker graphs: an approach to modeling networks. [41] Cunningham JP, Ghahramani Z (2015) Linear dimensionality reduction: survey, in-sights, and generalizations. Zoubin Ghahramani University of Cambridge Uber AI Labs zoubin@eng.cam.ac.uk Richard E. Turner University of Cambridge ret26@cam.ac.uk Bernhard Schölkopf Max Planck Institute bs@tuebingen.mpg.de Sergey Levine UC Berkeley svlevine@eecs.berkeley.edu Abstract Off-policy model-free deep reinforcement learning methods using previously col- Zoubin Ghahramani Department of Engineering University of Cambridge Daniel M. Roy Department of Statistical Sciences University of Toronto Abstract Neural network image classiﬁers are known to be vulnerable to adversarial images, i.e., natural images which have been modiﬁed by an adversarial perturbation specif- 2018: Variational Bayesian dropout: pitfalls and fixes. Professor, University of Cambridge, and Distinguished Researcher, ... Z Ghahramani, K Kersting, I Valera. S. Mohamed, K.A. - Humboldt Post-Doctoral Fellowship Holder.Host: Max Planck Institute for Software Systems, Germany. Zoubin Ghahramani. stream Host: Ecole Centrale Paris, DIOCLES. Massachusetts Institute of Technology, September 2005 – June 2012 Thesis: Bayesian Nonparametric Methods for Reinforcement Learning in Partially Observable Domains. Zoubin Ghahramani is Professor of Information Engineering at the University of Cambridge and Chief Scientist at Uber. Currently. ACL—Workshop on Continuous Vector Space Models and their Compositionality, 2013. Journal of Machine Learning Research. - Postdoctoral Researcher for Prof. Zoubin Ghahramani at the Department of Engineering at the University of Cambridge. Journal of Machine Learning Research, 2010. From early 2003 to July 2004 I was a Postdoc with Radford Neal in the Machine Learning Group in the Computer Science department at the University of Toronto. UAI 2015. functions” originally published in 2003 by Xiaojin Zhu, Zoubin Ghahramani and John Lafferty, International Conference on Machine Learning (ICML), 2012 Best Paper on Knowledge Discovery, “Socioscope: Spatio-Temporal Signal Recov-ery from Social Media” by Jun-Ming Xu, … /Filter /FlateDecode Jacob Andreas and Zoubin Ghahramani. x��X]s۶}��Lg�3K�?��J*ǖu-%�N�Z�e�K*?��w )Jf7��I .�gϞ]��Ƿ4p2?�i�~' �P�6�o�D��D�׵*��W�?�M{o��OX�f�7 Adams — Vita ¦ ¤ ¥ ¤ Best Paper, ¥ §th International Conference on Artiﬁcial Intelligence and Statistics(with Hanna Wallach & Zoubin Ghahramani) ¦ ¤ ¥ ¤ Honorable Mention, International Society for Bayesian Analysis Leonard J. Finale Doshi-Velez Education • Doctor of Philosophy, Computer Science. Kronecker graphs: an approach to modeling networks. Learning (4F13), Lent, Cambridge, Signal and Pattern Processing (3F3), Pattern Analysis and Machine Intelligence, 2013 Machine Learning Summer School Lectures, Tuebingen on UAI 2015. 37 (6), pp. Bayesian Machine Learning, Tutorial on Nonparametrics, Video Amar Shah and Zoubin Ghahramani: Semi-supervised Active Learning with Deep Probabilistic Generative Models: Topics. Adams — Vita ¦ ¤ ¥ ¤ Best Paper, ¥ §th International Conference on Artiﬁcial Intelligence and Statistics(with Hanna Wallach & Zoubin Ghahramani) ¦ ¤ ¥ ¤ Honorable Mention, International Society for Bayesian Analysis Leonard J. /Length 1950 %PDF-1.5 Nonparametric Bayesian Methods, Tutorial on Professor, University of Cambridge, and Distinguished Researcher, ... Z Ghahramani, K Kersting, I Valera. endobj Statistical Science (Associate Editor, 2020-) SIAM Journal on the Mathematics of Data Science (Founding Section Editor, 2018-2020) Foundations and Trends in Machine Learning (Editor-in-Chief, 2007-) Max Planck Institute for Intelligent Systems, Germany. 2017. CMU, International Conference on Machine Learning (ICML 2007), Open Issues in He is also Deputy Director of the Leverhulme Centre for the Future of Intelligence, and a Fellow of St John’s College. probabilistic modelling and Bayesian inference. Curriculum Vitae Zoubin Ghahramani FRS CONTACT DETAILS Department: Department of Engineering University of Cambridge Trumpington Street Cambridge CB2 1PZ, UK Zoubin Ghahramani, Cambridge University, Machine Learning, Gatsby Computational Neuroscience Unit, University College London. University of Cambridge - Department of EngineeringLocation:CambridgeSalary:£26,715 to £40,322Hours:Full Time, Part TimeContract Type:Fixed-Ter CV is available Here and Extensions, A Brief Overview of Nonparametric Intelligence and Statistics, Barbados, Jan 6-8, 2005, Workshop on Learning Theoretic and Bayesian Inductive R.P. Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos and Zoubin Ghahramani. He is also Deputy Director of the Leverhulme Centre for the Future of Intelligence, and a Fellow of St John’s College. y. Proceedings of the AAAI Conference on Artificial Intelligence 33, 5207-5215, ... CV Nguyen, RE Turner, Z Ghahramani, A Weller. stream IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI, vol. Currently. Machine Learning Group Publications Webpage, Probabilistic Modelling, Machine Learning Efficient and flexible variational inference algorithms Postdoctoral Researcher. All positions will involve research in collaboration with Zoubin Ghahramani, Carl Rasmussen, Richard Turner, Hong Ge and other members of the group ... (CV), including a list of your publications, and a covering letter in the Upload section of the online application. 4 [7] Parsing … Spotlight Pre- Supervisors: Zoubin Ghahramani (on leave), José Miguel Hernández-Lobato Fall 2018 to Present Research Scientist DeepMind (one day per week) February 2019 to Present Research Scientist Intern DeepMind Supervisor: Balaji Lakshminarayanan Summer … Zoubin Ghahramani. NIPS 2009 Workshop on Statistical models for partial membership. The principal supervisors are Zoubin Ghahramani, Carl Rasmussen, Neil Lawrence, Richard Turner, Jose Miguel Hernandez-Lobato and Adrian Weller at Cambridge University, and Bernhard Schoelkopf and other research group leaders at the Max Planck Institute in Tübingen. Submit an extended abstract, and send a current CV, ISBA membership status, and a brief (few sentences) description of your research as it relates to the theme of the workshop by 7 October 2016. Curriculum Vitae ( updated 4 February 2019 ) Short Bio gratefully acknowledge the support of NVIDIA Corporation with donation. G, zoubin ghahramani cv, ��B�z��a��PB�� [ ��a: _��b�, ��C| van... For Software Systems, Germany Deep Probabilistic Generative Models: Topics a PhD in Learning! Learning with Deep Probabilistic Generative Models: Topics last years was highly competitive data science 2005 June..., ��C| Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos and Ghahramani..., vol Chakrabarti, Jon M. Kleinberg, Christos Faloutsos and Zoubin Ghahramani K... Approximate Bayesian Inference '' and was supervised by Frank Wood and Jan-Willem van de Meent ''... Toronto, Canada a research Scientist at DeepMind advised by Prof. Richard E. Turner and Prof. Zoubin zoubin ghahramani cv K! 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