Programme

1 June 2021

11:00-14:00

Registration

12:00-13:00

Lunch

13:00-13:15

Welcome and Opening: Pinar Heggernes (University of Bergen) (chair: Helwig Hauser)

13:15-14:00

Keynote: Chris Holmes (University of Oxford) (chair: Tom Michoel)

14:00-14:15

Coffee break with snacks

Session 1: Machine Learning and Artificial Intelligence
(chairs: Fedor Fomin and Pekka Parviainen)

14:15-14:45

Samuel Kaski (Aalto University): Data-analysis with humans

14:45-15:15

Saket Saurabh (Institute for Mathematical Sciences Chennai and University of Bergen): Invitation to (Parameterized) Streaming Algorithms

15:15-15:30

Natacha Galmiche (University of Bergen): Revealing multi-modality in weather prediction using machine learning and visualization techniques

15:30-15:45

Sjur Kristoffer Dyrkolbotn (Western Norway University of Applied Sciences): Causality, relevance and counterfactuals

15:45-16:15

Coffee break with snacks

Session 2: Data Science and Statistics
(chairs: Yushu Li and Hans Skaug)

16:15-16:45

Mia Hubert (KU Leuven): Online teaching statistics for future data scientists

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

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

17:25-17:45

Geir K. Nilsen (University of Bergen): Epistemic Uncertainty Quantification in Deep Learning Classification by the Delta Method

17:45-18:00

Short break

Poster session
(chairs: Belén García Pascual and Adriaan Ludl)

18:00-18:20

Presentation of pitches

18:20-19:00

Digital and on-site poster presentation

19:00

End of Day 1

 

2 June 2021

08:30-10:30

Registration

Session 3: Data-driven Science by Data Science
(chairs: Inge Jonassen and Tom Michoel)

09:00-09:30

Krishna Agarwal (UiT The Arctic University of Norway): Artificial intelligence solution for microscopy and nanoscopy

09:30-09:50

Renate Grüner (Helse Bergen and University of Bergen): Medical AI, data science in the hospital

09:50-10:10

Jan Byška (Masaryk University and University of Bergen): Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening

10:10-10:30

Konrad Tywoniuk (University of Bergen): Machine learning in particle and nuclear physics

10:30-11:00

Coffee break with snacks

Session 4: Human-centered Data Science
(chairs: Helwig Hauser and Christoph Trattner)

11:00-11:30

Michael Sedlmair (University of Stuttgart): Understanding Data: A Quest for Human-Machine Collaboration

11:30-12:00

Barbara Wasson (University of Bergen): Learning Analytics to Support Learning, Teaching and Educational Practice

12:00-12:20

Christoph Trattner (University of Bergen): Data Science on the Web for Better Food Decision Making

12:20-12:30

Mini panel: “human- vs. machine-centered data science” (Michael Sedlmair, Barbara Wasson, Helwig Hauser, Christoph Trattner)

12:30-13:30

Lunch

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)

14:15-14:30

Closing

14:30

End of Day 2 and coffee break