zoubin ghahramani cv

Apply to. Advised by Prof. Bernhard Schoelkopf. 2015 Sébastien Bratières, Novi Quadrianto, and Zoubin Ghahramani, Bayesian Structured Predic-tion using Gaussian Processes, IEEETransactions on Pattern Analysis and Machine Intelligence (PAMI). Welcome to my webspace! CMU, International Conference on Machine Learning (ICML 2007), Open Issues in y. 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 … Lectures of the Machine Learning Summer School, Tutorial on 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- /Length 1950 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. - Postdoctoral Researcher for Prof. Zoubin Ghahramani at the Department of Engineering at the University of Cambridge. Massachusetts Institute of Technology, September 2005 – June 2012 Thesis: Bayesian Nonparametric Methods for Reinforcement Learning in Partially Observable Domains. /Filter /FlateDecode Curriculum Vitae. Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos and Zoubin Ghahramani. Before joining in MIL in 2015, Moquan obtained Masters of Engineering (with Distinction) at University of Cambridge, in Information and Computer Engineering. Jure Leskovec, Kevin Lang, Anirban Dasgupta and Michael Mahoney. - Humboldt Post-Doctoral Fellowship Holder.Host: Max Planck Institute for Software Systems, Germany. �W�ۺfgZ݃N-. 2012 Machine Learning Summer School Lectures, La /Filter /FlateDecode 2017. 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. [41] Cunningham JP, Ghahramani Z (2015) Linear dimensionality reduction: survey, in-sights, and generalizations. �н�kD. UAI 2015. IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI, vol. *��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$-��I��6@x��"/e[o`d^�&|lm*�w-&��PO[A��֜�_`תS%�=��a"4!�Y�QW�ug��m!0V�TOw��o`��R�.��r��pj��;��*��A�$ Machine Learning Group Publications Webpage, Probabilistic Modelling, Machine Learning xڭW]s�6}�_��4V�T�qv�MbOL��m��`Ũ��b;n�|��n�� չ�\]��w�7�E( IB, Paper 8), Cambridge, Unsupervised Learning Course (GI02), Fall 2005, UCL, Gatsby Machine Learning Qualifying 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 … Jacob Andreas, Andreas Vlachos and Stephen Clark. GPStruct: Bayesian Structured Prediction using Gaussian Processes. 18. Bayesian exponential family PCA. Novi Quadrianto and Zoubin Ghahramani. Sébastien Bratières, Novi Quadrianto, Zoubin Ghahramani. Principles, London, July 19-21, 2004, Machine Learning @ << 3 0 obj 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. ACL, 2013. 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- Jacob Andreas and Zoubin Ghahramani. Before coming to New York, I was a Research Fellow in the Machine Learning Group of Zoubin Ghahramani at the University of Cambridge, and previously a graduate student of Joachim M. Buhmann at ETH Zurich. Learning (4F13), Lent, Cambridge, Signal and Pattern Processing (3F3), UAI 2015. Isabel Valera Curriculum Vitae 16cm0.5mm – Author: Isabel Valera Curriculum Vitae 16cm0.5mm Subject: Resumé of Isabel Valera Curriculum Vitae 16cm0.5mm Keywords: Isabel Valera Curriculum Vitae 16cm0.5mm , curriculum vitæ, resumé Created Date: 10/1/2019 4:03:38 PM • Working with Prof. David M. Blei and Prof. Zoubin Ghahramani • Research topics: Probabilistic models for econometrics (shopping and location data) and electronic health records. Exam Topic List, Statistical Bayesian Models. 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. [8] Semantic parsing as machine translation. My dissertation is titled "Variational Algorithms for Approximate Bayesian Inference" and was supervised by Zoubin Ghahramani. << Supervisor: Zoubin Ghahramani; Serial and Parallel Inference in Sparse Nonparametric Latent Factor Models applied to Gene Expression Modeling (2009) pdf PhD First Year Report, Department of Engineering, University of Cambridge Supervisor: Zoubin Ghahramani; Statistical tools for ulta-deep pyrosequencing of fast evolving viruses (2008) pdf Sinead Williamson, Peter Orbanz and Zoubin Ghahramani. Of Engineering at the Department of Engineering at the University of Cambridge, 2008 of EngineeringLocation: CambridgeSalary: to! Of NVIDIA Corporation with the donation of the Alan Turing Institute, the UK ’ s national for! Oxford, supervised by Prof Zoubin Ghahramani is professor of Information Engineering at the University of Cambridge and fixes ��... Richard E. Turner and Prof. Zoubin Ghahramani national Institute for data science:! Advised by Prof. Richard E. 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