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September 24, 2015, NCAR, Main Seminar Room (MSR) |
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8:00 am |
Bus departs Millennium to NCAR |
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8:15 – 8:45 |
Registration and coffee |
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8:45 – 9:00 |
Jim Hurrell, Opening Remarks |
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9:00 – 10:00 |
Invited Talk – Claudia Tebaldi: Opportunities and Challenges in the Analysis of Multi-model Ensemble Output |
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10:00 – 10:30 |
Coffee Break |
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10:30 – 11:30 |
Invited Talk – Lawrence Carin: Recent Machine Learning Methods and Their Potential for CI |
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11:30 – 12:00 |
PC Top 3: - Carlos Lima & Upmanu Lall: Analysis of Atmospheric Circulation Associated with Extreme Floods in Brazil Using Autoencoder Networks - Simon Goring, J. Sakari Salonen, Misku Luoto & Jack Williams: Non-analogues in paleoecological reconstruction: Model behavior and implications - Chintan Dalal, Vladimir Pavlovic & Robert Kopp: Sea-Level Estimation using the Riemannian Manifold and a Non-stationary Covariance Function |
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12:00 – 12:10 |
Group photo |
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12:10 – 1:00 |
Lunch (Cafeteria serves food from 11:30 to 1:30pm) |
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1:00 – 2:00 |
Invited Talk – Andy Rhines: Dealing with Dirty Data: A Blueprint for Analyzing Climate Variability |
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2:00 – 2:30 |
Poster Highlights, Part 1 |
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2:30 – 2:50 |
Coffee break |
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2:50 – 3:50 |
Invited Talk – Mike Tippett: Hazardous convective weather risk: Big and small data problems |
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3:50 – 4:30 |
Poster Highlights, Part 2 |
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4:30 – 6:30 |
Reception + Posters |
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6:30 |
Bus departs NCAR, return to Millennium |
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September 25, 2015, NCAR, MSR |
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8:00 |
Bus departs Millennium to NCAR |
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8:15 – 8:30 |
Coffee |
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8:30 – 9:30 |
Invited Talk – Rich Caruana: Do Deep Nets Really Need To Be Deep? |
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9:30 – 10:15 |
Panel Discussion: Deep Learning for Climate Science |
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10:15 – 10:45 |
Coffee break |
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10:45 – 11:45 |
Invited Talk – Imme Ebert-Uphoff: Knowledge discovery in climate science |
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11:45 – 1:00 |
Lunch + Posters |
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1:00 – 2:00 |
Invited Talk – Yolanda Gil: Intelligent Systems for Climate Research: When Will Deep Learners Meet Deep Knowledge? |
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2:00 – 3:00 |
Panel Discussion: Encoding climate knowledge into climate learning |
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3:00 – 3:30 |
Coffee break |
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3:30 – 5:00 |
Community-Building via Hiking (all) |
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5:15 – 6:00 |
Concluding Remarks |
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6:15 |
Bus departs NCAR, return to Millennium |
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September 26, 2015, Hackathon, NCAR, Damon Room |
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9:00 |
Bus departs Millennium to NCAR |
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9:15 – 9:30 |
Welcome of participants and Coffee |
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9:30 – 10:00 |
Introduction talk: Balázs Kégl and Claire Monteleoni |
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10:00 – 12:00 |
Session 1 |
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12:00 – 1:30 |
Lunch and presentation of the first results |
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1:30 – 3:00 |
Session 2 |
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3:00 – 3:30 |
Coffee break |
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3:30 – 5:00 |
Session 3 |
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5:00 – 6:00 |
Debriefing and closing |
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6:00 |
Bus departs NCAR, return to Millennium |