Informações:
Sinopse
Talking Machines is your window into the world of machine learning. Your hosts, Katherine Gorman and Neil Lawrence, bring you clear conversations with experts in the field, insightful discussions of industry news, and useful answers to your questions. Machine learning is changing the questions we can ask of the world around us, here we explore how to ask the best questions and what to do with the answers.
Episódios
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What Does Red Sound Like
30/08/2019 Duração: 49minIn episode seventeen of season five we talk about Why Red Doesn't Sound Like a Bell, take a listener question about our Turing brackets (and Invent the Very Good Sort Awards) and listen to a chat with Tewodros AbebeSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Not What But Why
15/08/2019 Duração: 19minIn this episode of Talking Machines we take a listen to Professor Engelhardt's TedX Boston talk, Not What But Why: Machine Learning for Understanding GenomicsSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Idea Pandemics and Workshop Walkthrough
01/08/2019 Duração: 59minin episode 15 of season five of Talking Machines we' chat about the recently announced workshops at NeurIPS 2019, find ourselves in the middle of an I Love Lucy Episode about technical term usage and talk with Randy Goebel of the Alberta Machine Intelligence InstituteSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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PosterSession.ai and Deep Quaggles
18/07/2019 Duração: 45minIn episode 14 of season five we talk about On the marginal likelihood and cross-validation, Katherine is STILL excited about PosterSession.ai, we invent Deep Quaggles and listen to a conversation with professor Elaine Nsoesie of BU See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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The View from Addis Ababa
04/07/2019 Duração: 22minIn episode thirteen of season five we bring you a the rest of our conversation with Michael Melese from Addis Ababa University and Charles Saidu of Baze University AbujaSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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DSA Addis Ababa and ICML Los Angeles
21/06/2019 Duração: 55minIn episode twelve of season five we bring you a rundown of Data Science Africa's latest workshop answer a listener question about what got us excited at ICML and hear the first part of our conversation with Michael Melese from Addis Ababa University and Charles Saidu of Baze University AbujaSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Data Trusts and Citation Trends
06/06/2019 Duração: 54minIn episode eleven of season five, we dig in to just what a data trust actually is, take a look at citation trends and other places (PMLR) you can dig up data to understand the field and talk with Raia Hadsell of DeepMind.See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Reproducibly and Revisiting History
23/05/2019 Duração: 46minIn episode ten of season five we talk about reproducibility, take a listener question on re understanding the history of the field given where we are now and how other fields are reviewing their own history and listen to a conversation with Graham Taylor of the Vector Institute. See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Insights from AISTATS
10/05/2019 Duração: 52minIn episode nine of season five we talk about some interesting work from AISTATS, dive into unbiased implicit variational inference, and chat with Jon McAuliffe CIO of VoleonSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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The Deep End of Deep Learning
25/04/2019 Duração: 19minIn this episode as we prep for ICLR we take a break from our usual format to bring you a talk from Hugo LaRochelle at TedX Boston on Deep Learning.See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Exploring MARS and Getting back to Bayesics
11/04/2019 Duração: 01h08minIn episode seven of season five of we chat about MARS and Re: MARS OpenAI's status changes and We talk with Jasper Snoek of Google BrainSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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The Sweetness of a Bitter Lesson and Bringing ML and Healthcare Closer
28/03/2019 Duração: 50minIn episode six of season five we talk about Richard Sutton's A Bitter Lesson. Chat about IEEE's new Ethical Guidelines and talk with Andrew Beam Senior Fellownn at Flagship Pioneering, Head of Machine Learning for Flagship VL57 and Assistant Professor, Department of Epidemiology, Harvard T.H. Chan School of Public Health. Here are some of the papers we got to chat about! Also, VL57 is hiring! Adversarial attacks on Medical ML Science paperFinlayson, S.G., Bowers, J.D., Ito, J., Zittrain, J.L., Beam, A.L. and Kohane, I.S., 2019. Adversarial attacks on medical machine learning. Science, 363(6433), pp.1287-1289.Link: https://cyber.harvard.edu/story/2019-03/adversarial-attacks-medical-ai-health-policy-challenge JAMA PapersBeam, A.L. and Kohane, I.S., 2016. Translating artificial intelligence into clinical care. Jama, 316(22), pp.2368-2369.Link: https://www.dropbox.com/s/4o1va07tqwvrxsn/Beam_TranslatingAI_2016.pdf?dl=0 Beam, A.L. and Kohane, I.S., 2018. Big data and m
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Slowed Down Conferences and Even More Summer Schools
14/03/2019 Duração: 43minIn episode five of season five we talk about the Stu Hunter conference, Summer schools options (DLRLSS!) and chat with Adrian Weller of the Alan Turing InstituteSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Jupyter Notebooks and Modern Model Distribution
28/02/2019 Duração: 36minIn episode four of season five we talk about Jupyter Notebooks and Neil's dream of a world craft software and devices, we take a listener question about the conversation surrounding Open AI's GPT-2 its announcement and the coverage and we hear an interview with Brooks Paige of the Alan Turing InstiuteSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Real World Real Time and Five Papers for Mike Tipping
15/02/2019 Duração: 01h01minIn season five episode three we chat about take a listener question about Five Papers for Mike Tipping, take a listener question on AIAI and chat with Eoin O'Mahony of UberHere are Neil's five papers. What are yours?Stochastic variational inference by Hoffman, Wang, Blei and Paisleyhttp://arxiv.org/abs/1206.7051A way of doing approximate inference for probabilistic models with potentially billions of data ... need I say more?Austerity in MCMC Land: Cutting the Metropolis Hastings by Korattikara, Chen and Wellinghttp://arxiv.org/abs/1304.5299Oh ... I do need to say more ... because these three are at it as well but from the sampling perspective. Probabilistic models for big data ... an idea so important it needed to be in the list twice. Practical Bayesian Optimization of Machine Learning Algorithms by Snoek, Larochelle and Adamshttp://arxiv.org/abs/1206.2944This paper represents the rise in probabilistic numerics, I could also have chosen papers by Osborne, Hennig or others. There are too many papers out
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The Bezos Paradox and Machine Learning Languages
01/02/2019 Duração: 41minIn episode two of season five we unpack the Bezos Paradox (TM Neil Lawrence) take a listener question about best papers and chat with Dougal Maclaurin of Google Brain.See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Being Global Bit by Bit
17/01/2019 Duração: 48minIn episode one of season five we talk about Bit by Bit, take a listener question on machine learning gatherings on the African continent (Deep Learning INDABA! DSA!) and hear an interview with Daphne Koller recorded at ODSC WestSee omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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The Possibility Of Explanation and The End of Season Four
29/11/2018 Duração: 18minFor the end of season four we take a break from our regular format and bring you a talk from Professor Finale Doshi Velez of Harvard University on the possibility of explanation Tune in next season! See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Neural Information Processing Systems and Distributed Internal Intelligence Systems
16/11/2018 Duração: 36minIn episode twenty one of season four we talk about distributed intelligence systems (mainly those internal to humans), talk about what were excited to see at the Conference on Neural Information Processing Systems and in advance of our trek to Canada we chat with Garth Gibson president and CEO of the Vector Institute. See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.
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Data Driven Ideas and Actionable Privacy
01/11/2018 Duração: 45minIn episode twenty of season four we talk about the importance of crediting your data, answer a listener question about internships vs salaried positions and talk with Matt Kusner of the Alan Turing institute the UK’s national institute for data science and AI.See omnystudio.com/listener for privacy information. Hosted on Acast. See acast.com/privacy for more information.