Omics Academy

The Machine Learning Summer Scho

2020-11-11  本文已影响0人  OmicsAcademy

Video Log (vlog)

A vlog is a short clip that shows impressions from our participants, our speakers, and the organizing team.

Schedule

| Timezone CEST | Speakers | Videos | Slides |
| | Monday, 29 June 2020 | | | | |
| | 12:30 - 13:00 | Opening Remarks | Organizing Committee | Video | |
| | 13:00 - 14:00 | Symbolic, Statistical and Causal Artificial Intelligence. | Bernhard Schölkopf | Video | |
| | 14:00 - 15:30 | Causality I | Bernhard Schölkopf and Stefan Bauer | Video | Slides |
| | 18:00 - 19:30 | Learning Theory I | Nicoló Cesa-Bianchi | Video | Slides |
| | | | | | |
| | Tuesday, 30 June 2020 | | | | |
| | 09:00 - 10:30 | Learning Theory II | Nicoló Cesa-Bianchi | Video | |
| | 14:00 - 15:30 | Causality II | Bernhard Schölkopf and Stefan Bauer | Video | Slides |
| | 18:00 -19:30 | Fairness I | Moritz Hardt | Video | |
| | | | | | |
| | Wednesday, 1 July 2020 | | | | |
| | 09:00 - 10:30 | Computational Neuroscience in Machine Learning | Peter Dayan | | Slides |
| | 14:00 - 15:30 | Bayesian Prediction with Streaming Data | Sonia Petrone | Video | Slides |
| | 18:00 -19:30 | Game Theory in Machine Learning I | Constantinos Daskalakis | Video | Slides |
| | | | | | |
| | Thursday, 2 July 2020 | | | | |
| | 09:00 - 10:30 | Optimization I | Francis Bach | Video | Slides |
| | 14:00 - 15:30 | Optimal Transport I | Marco Cuturi | Video | Slides |
| | 18:00 -19:30 | Fairness II | Moritz Hardt | Video | Slides |
| | | | | | |
| | Friday, 3 July 2020 | | | | |
| | 09:00 - 10:30 | Optimal Transport II | Marco Cuturi | Video | |
| | 14:00 - 15:30 | Optimization II | Francis Bach | Video | |
| | 18:00 -19:30 | Game Theory in Machine Learning II | Constantinos Daskalakis | Video | |
| | | | | | |
| | Monday, 6 July 2020 | | | | |
| | 09:00 - 10:30 | Meta-Learning I | Yee Whye Teh | Video | Slides |
| | 14:00 - 15:30 | Deep Learning I | Yoshua Bengio | Video | Slides |
| | 18:00 -19:30 | Kernel Methods I | Arthur Gretton | Video | Slides |
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| | Tuesday, 7 July 2020 | | | | |
| | 09:00 - 10:30 | Kernel Methods II | Arthur Gretton | Video | Slides |
| | 14:00 - 15:30 | Deep Learning II | Yoshua Bengio | Video | |
| | 18:00 -19:30 | Meta-Learning II | Yee Whye Teh | Video | Slides |
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| | Wednesday, 8 July 2020 | | | | |
| | 09:00 - 10:30 | Machine Learning for Healthcare | Mihaela van der Schaar | Video | Slides |
| | 13:00 - 14:00 | ML Tech Talk from Bloomberg | Minjie Xu | | Slides |
| | 14:00 - 15:30 | Geometric Deep Learning | Michael Bronstein | Video | Slides |
| | 18:00 -19:30 | (Deep) Reinforcement Learning I | Doina Precup | Video | Slides |
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| | Thursday, 9 July 2020 | | | | |
| | 09:00 - 10:30 | Bayesian Inference I | Shakir Mohamed | Video | Slides |
| | 14:00 - 15:30 | Machine Learning for Healthcare | Mihaela van der Schaar | Video | |
| | 18:00 -19:30 | (Deep) Reinforcement Learning II | Doina Precup | Video | Slides |
| | | | | | |
| | Friday, 10 July 2020 | | | | |
| | 09:00 - 10:30 | Quantum Machine Learning | Maria Schuld | Video | |
| | 14:00 - 15:30 | Bayesian Inference II | Shakir Mohamed | Video | |
| | 16:00 - 16:15 | Closing remarks | | | |
| | 17:00 - 19:00 | Organizers & helpers meeting for Reflection on lessons learned and take-aways from the MLSS | | | |
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Description of Activities

For our officially selected participants, the MLSS offers extra activities:

| Lectures | Online lectures from our amazing speakers. Most of our lectures will be livestreamed on YouTube, depending on the speaker's agreement. |
| Roundtables | The attendees can meet the speakers and chat with them in virtual rooms. Available only to the accepted applicants. |
| Speed-datings | Groups of 5-7 attendees for networking. The groups are designed based on timezone and to encourage to meet new people. Available only to the accepted applicants. |
| Poster session | Each attendee will lead a virtual Q&A session regarding the content of the poster. Available only to the accepted applicants. |
| Social Events | Available only to the accepted applicants. |

This full program for official participants can be found here.

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