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admin internal wiki subscribe to our rss feed search site home about us our group news our updates publications our work group members our people faculty post-docs graduate students past members phd admissions faq latest news 13 papers with mlg authors to appear at icml 2018 may 23, 2018, 11:23 am 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 kernel mean embeddings niki kilbertus, adrià gascón, matt kusner, michael veale, krishna gummadi and adrian weller blind justice: fairness with encrypted sensitive attributes. jiri hron, alexander g. de g. matthews [...] seventeen recent papers from mlg february 18, 2018, 9:47 am international conference on learning representations, vancouver. 2018 yingzhen li and richard e. turner. gradient estimators for implicit models. alexander. g. de g. matthews, jiri hron, mark rowland, richard e. turner, zoubin ghahramani. gaussian process behaviour in wide deep neural networks. david janz, j. van der westhuizen , brooks paige, m. kusner and josé miguel hernández-lobato [...] dr adrian weller appointed as programme director for artificial intelligence at the alan turing institute february 10, 2018, 10:02 am mlg member adrian weller has been appointed as the programme director for artificial intelligence at the alan turing institute. more details can be found here. twelve papers with mlg authors to appear at nips 2017 september 18, 2017, 12:21 pm “convolutional gaussian processes.”, mark van der wilk, carl edward rasmussen and james hensman – chosen for an oral presentation. “data-efficient reinforcement learning in continuous state-action gaussian-pomdps.”, rowan mcallister and carl edward rasmussen “real time image saliency for black box classifiers.” piotr dabkowski, yarin gal “what uncertainties do we need in bayesian deep learning for computer [...] prize winning papers from mlg at icml 2017 august 10, 2017, 3:54 pm several papers from mlg have won prizes at icml 2017. congratulations to everyone involved! main conference track best paper honourable mention matej balog, nilesh tripuraneni, zoubin ghahramani, adrian weller lost relatives of the gumbel trick icml workshop on human interpretability in machine learning best paper award isabel valera, melanie fernandez-pradier, and zoubin ghahramani. general latent [...] two postdoctoral research positions available in the machine learning group august 10, 2017, 3:45 pm we are seeking two highly creative and motivated research assistants/associates to join the machine learning group at the university of cambridge. the positions are for up to 24 months with a possible extension. details below! http://www.jobs.cam.ac.uk/job/14617/ (closing date: 7 september 2017) http://www.jobs.cam.ac.uk/job/14619/ (closing date: 7 september 2017) the two positions are funded by samsung. the [...] ten papers with mlg authors to appear at icml 2017 june 1, 2017, 11:03 am 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. dropout inference in bayesian neural networks with alpha-divergences. hernández-lobato j. m., requeima j., pyzer-knapp e. o. and aspuru-guzik a. parallel and distributed thompson sampling for large-scale accelerated [...] alessandro ialongo awarded qualcomm innovation fellowship may 12, 2017, 5:16 pm mlg graduate student alessandro ialongo has been selected for the 2017 qualcomm innovation fellowship. he was awarded $40,000 for his innovation proposal titled “learning and decision-making for autonomous behaviour”. the fellowship also involves the assignment of a qualcomm researcher as mentor to facilitate close collaboration and interaction with qualcomm research & development. three recent papers from mlg may 11, 2017, 3:56 pm 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 treewidth for tightness of higher-order lp relaxations international conference on artificial intelligence and statistics (aistats) 2017 alexander g. de g. matthews, mark van [...] adrian weller elected as david mackay newton research fellow march 27, 2017, 9:09 am prof sir david mackay was an amazing man, who until recently was part of our group. david was a terrific researcher and teacher in machine learning, and a passionate campaigner for social good through his work on energy. he passed away tragically last year. david was a fellow at darwin college. with help from the [...] postdoc position to study trust and transparency aspects of artificial intelligence november 29, 2016, 2:45 pm the leverhulme centre for the future of intelligence (cfi; http://lcfi.ac.uk/) and the machine learning group (http://mlg.eng.cam.ac.uk ) at the university of cambridge invite applications for a postdoctoral research associate in the study of trust and transparency in artificial intelligence (ai). the appointment will be for 3 years. cfi is a new, highly interdisciplinary research centre [...] zoubin ghahramani and adrian weller involved with the centre for the future of intelligence, which was launched this week. october 26, 2016, 5:56 pm zoubin ghahramani and adrian weller are involved with the leverhulme centre for the future of intelligence which was launched this week. professor stephen hawking gave a widely reported speech at the launch. zoubin, who introduced the talk, is the deputy director of the centre. adrian is an executive fellow at the centre and is leading [...] zoubin ghahramani discusses “do we need artificial intelligence?” with the bbc world service october 26, 2016, 5:38 pm prof. zoubin ghahramani has spoken to the bbc world service forum radio show on the question: “do we need artificial intelligence?”. the full show can be found here. shane gu involved with google shared experience robotics project october 26, 2016, 5:23 pm shane gu was involved with a google shared experience robotics project this summer. the project was written up on google’s research blog and in the mit technology review. shane is the first author on one of the corresponding papers which can be found here. a symposium and workshops at nips with mlg organisers. august 19, 2016, 9:28 am 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. grant, conrad mcdonnell and jat singh workshops bayesian deep learning yarin gal, christos louizos, zoubin ghahramani, kevin p murphy and max welling towards an artificial intelligence for data [...] machine learning group @ the university of cambridge group members faculty richard turner january 18, 2012, 2:00 pm carl edward rasmussen december 8, 2011, 2:07 pm zoubin ghahramani december 8, 2011, 1:35 pm josé miguel hernández lobato september 28, 2011, 4:21 pm senior researchers adrian weller november 5, 2014, 3:16 pm post-docs maria lomeli february 21, 2018, 2:57 pm manon kok october 16, 2017, 10:33 am tameem adel october 9, 2017, 12:33 pm francisco j. r. ruiz october 4, 2017, 1:31 pm robert peharz october 4, 2017, 1:29 pm cuong viet nguyen november 9, 2016, 9:21 pm amar shah march 3, 2014, 1:06 pm hong ge december 19, 2012, 12:18 am christian steinruecken november 2, 2012, 8:47 am alexander g. de g. matthews october 19, 2012, 12:53 pm visitors akisato kimura october 4, 2017, 1:37 pm kai xu november 3, 2016, 2:57 pm graduate students chaochao lu february 26, 2018, 9:59 pm adrià garriga-alonso november 27, 2017, 12:09 pm wenbo gong october 9, 2017, 8:41 am jonathan gordon october 5, 2017, 8:25 am john bronskill october 4, 2017, 8:21 pm siddharth swaroop october 4, 2017, 3:24 pm robert pinsler october 4, 2017, 2:33 pm marton havasi october 4, 2017, 1:57 pm niki kilbertus october 4, 2017, 1:15 pm alessandro davide ialongo november 9, 2016, 2:26 pm john bradshaw november 4, 2016, 12:15 am david janz november 3, 2016, 12:59 pm paul rubenstein november 16, 2015, 12:06 pm mark rowland october 27, 2015, 11:19 am matthias bauer october 21, 2015, 4:17 pm matej balog october 20, 2015, 10:38 pm gintare karolina dziugaite december 10, 2014, 4:44 am mateo rojas-carulla december 9, 2014, 10:54 am adam Ścibior december 1, 2014, 1:01 pm shane gu november 23, 2014, 2:31 am yingzhen li october 24, 2013, 7:30 am thang bui october 23, 2013, 4:02 pm sébastien bratières october 11, 2011, 11:48 am in memoriam david j.c. mackay july 26, 2014, 10:05 pm alumni mateo rojas-carulla, (research scientist, facebook ai research) alexandre navarro, (senior data scientist, astrazeneca) mark van der wilk, (senior machine learning researcher, prowler.io) rowan mcallister, (post-doc, university of california berkeley) isabel valera (group leader, max planck institute for intelligent systems) yarin gal (associate professor, university of oxford) jan-peter calliess (senior research fellow, university of oxford) jes frellsen (associate professor, it university of copenhagen) david lopez-paz (research scientist, facebook ai research) matthew w. hoffman (research scientist, google deepmind) creighton heaukulani (goldman sachs) sara wade (assistant professor, university of warwick) yutian chen (research scientist, google deepmind) felipe tobar (research fellow, university of chile) alex davies (software engineer, google) roger frigola (engineering consultant) james r. lloyd (head of data science, qlearsite) maxim rabinovich (phd student, uc berkeley) konstantina palla (research scientist, microsoft research cambridge) neil m. t. houlsby (google research, zurich) daniel m. roy (assistant professor, university of toronto) jose miguel hernandez-lobato (post-doc, harvard, now lecturer, cambridge) david duvenaud (assistant professor, university of toronto) andrew g. wilson (assistant professor, cornell university) novi quadrianto (assistant professor, university of sussex) david knowles (post-doc, stanford university) peter orbanz (assistant professor, columbia university) joaquin quiñonero candela (director of engineering, facebook) jurgen van gael (data science director, rangespan, bought by google, now at facebook) ryan p. adams (assistant professor, harvard university, also at twitter cortex) karsten borgwardt (professor, eth zurich) john p. cunningham (assistant professor, columbia university) marc deisenroth (lecturer, imperial college london) ferenc huszar (magic pony, now machine learning research lead, twitter cortex vx) finale doshi-velez (assistant professor, harvard university) katherine heller (assistant professor, duke university) simon lacoste-julien (researcher, inria/ecole normale superior) iain murray (reader, university of edinburgh) shakir mohamed (deepmind, bought by google) pedro ortega (postdoc, university of pennsylvania) fernando perez-cruz (associate professor, university carlos iii, madrid, also at bell labs) ricardo silva (lecturer, university college london) ed snelson (microsoft research, now head of applied research, thread.com) fernando de la torre (associate professor, carnegie mellon university) sinead williamson (assistant professor, ut austin) ryan turner (northrop grumman) taught courses 3f3: signal and pattern processing taught by zoubin ghahramani. course web page . 4f10: statistical pattern processing taught by mark gales. course web page . 4f13: machine learning taught by zoubin ghahramani and carl rasmussen. course web page . previous events the 2009 machine learning summer school was held in cambridge on august 29th – september 10th. machine learning reading group @ cued machine learning seminar group advanced tutorial lecture series on machine learning non-parametric bayes tutorial course (october 9, 16 and 28, 2008) bayesian statistics in other labs machine learning and perception group @ microsoft research cambridge chris bishop | tom minka statistical laboratory phil dawid | richard samworth | david spiegelhalter computer lab sean holden signal processing and communications @ cued simon godsill | sumeetpal singh © copyright - cambridge machine learning group - wordpress theme by kriesi.at - privacy policy scroll to top subscribe to our rss feed

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http://mlg.eng.cam.ac.uk/zoubin/talks/mit12csail.pdf
http://mlg.eng.cam.ac.uk/tutorials/07/ywt.pdf
http://mlg.eng.cam.ac.uk/pub/
http://mlg.eng.cam.ac.uk/
http://mlg.eng.cam.ac.uk/yarin/
http://mlg.eng.cam.ac.uk/Lloyd/
http://mlg.eng.cam.ac.uk/?page_id=1458
http://mlg.eng.cam.ac.uk/mchutchon/ResonantCircuits.pdf
http://mlg.eng.cam.ac.uk/yutian/
http://mlg.eng.cam.ac.uk/mchutchon/ACpower.pdf
http://mlg.eng.cam.ac.uk/zoubin/talks/lect1bayes.pdf
http://mlg.eng.cam.ac.uk/?page_id=659
http://mlg.eng.cam.ac.uk/zoubin/papers/ECS-infotheory02.pdf
http://mlg.eng.cam.ac.uk/lloyd/blog-2015-09-01-neural-art.html
http://mlg.eng.cam.ac.uk/zoubin/bio.html
http://mlg.eng.cam.ac.uk/zoubin/papers/ijprai.pdf

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