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1 June 2021 |
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11:00-14:00 |
Registration |
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12:00-13:00 |
Lunch |
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13:00-13:15 |
Welcome and Opening: Pinar Heggernes (University of Bergen) (chair: Helwig Hauser) |
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13:15-14:00 |
Keynote: Chris Holmes (University of Oxford) (chair: Tom Michoel) |
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14:00-14:15 |
Coffee break with snacks |
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Session 1: Machine Learning and Artificial Intelligence |
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14:15-14:45 |
Samuel Kaski (Aalto University): Data-analysis with humans |
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14:45-15:15 |
Saket Saurabh (Institute for Mathematical Sciences Chennai and University of Bergen): Invitation to (Parameterized) Streaming Algorithms |
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15:15-15:30 |
Natacha Galmiche (University of Bergen): Revealing multi-modality in weather prediction using machine learning and visualization techniques |
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15:30-15:45 |
Sjur Kristoffer Dyrkolbotn (Western Norway University of Applied Sciences): Causality, relevance and counterfactuals |
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15:45-16:15 |
Coffee break with snacks |
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Session 2: Data Science and Statistics |
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16:15-16:45 |
Mia Hubert (KU Leuven): Online teaching statistics for future data scientists |
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16:45-17:05 |
John Chandler Johnson (BI Norwegian Business School and GAINSystems, Inc.): Learning from Students: Executive Education Reveals Data Science Implementation Issues and Solutions |
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17:05-17:25 |
Ketil Malde (Institute of Marine Research and University of Bergen): The arduous voyage from accurate species recognition to sustainable marine resource management |
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17:25-17:45 |
Geir K. Nilsen (University of Bergen): Epistemic Uncertainty Quantification in Deep Learning Classification by the Delta Method |
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17:45-18:00 |
Short break |
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Poster session |
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18:00-18:20 |
Presentation of pitches |
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18:20-19:00 |
Digital and on-site poster presentation |
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19:00 |
End of Day 1 |
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2 June 2021 |
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08:30-10:30 |
Registration |
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Session 3: Data-driven Science by Data Science |
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09:00-09:30 |
Krishna Agarwal (UiT The Arctic University of Norway): Artificial intelligence solution for microscopy and nanoscopy |
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09:30-09:50 |
Renate Grüner (Helse Bergen and University of Bergen): Medical AI, data science in the hospital |
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09:50-10:10 |
Jan Byška (Masaryk University and University of Bergen): Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening |
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10:10-10:30 |
Konrad Tywoniuk (University of Bergen): Machine learning in particle and nuclear physics |
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10:30-11:00 |
Coffee break with snacks |
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Session 4: Human-centered Data Science |
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11:00-11:30 |
Michael Sedlmair (University of Stuttgart): Understanding Data: A Quest for Human-Machine Collaboration |
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11:30-12:00 |
Barbara Wasson (University of Bergen): Learning Analytics to Support Learning, Teaching and Educational Practice |
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12:00-12:20 |
Christoph Trattner (University of Bergen): Data Science on the Web for Better Food Decision Making |
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12:20-12:30 |
Mini panel: “human- vs. machine-centered data science” (Michael Sedlmair, Barbara Wasson, Helwig Hauser, Christoph Trattner) |
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12:30-13:30 |
Lunch |
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13:30-14:15 |
Capstone: Mattias Villani (Stockholm University and Linköping University): Bridging the gap between data-centric disciplines – an undergraduate education perspective (chairs: Yushu Li and Hans Skaug) |
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14:15-14:30 |
Closing |
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14:30 |
End of Day 2 and coffee break |