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ÖAW AI Winter School 2025

→ Europe/Zurich
Seminar room 1 + 2 (Campus Akademie, Bäckerstraße 13, 1010 Wien)

Seminar room 1 + 2

Campus Akademie, Bäckerstraße 13, 1010 Wien
Claudius Krause (HEPHY Vienna (ÖAW))
Description

Welcome to the 4th AI winter school of the Austrian Academy of Sciences (ÖAW) and the Machine Learning Topical Platform MLA2S, which is held on January 20 – 24, 2025 in Vienna. Here you can find some general information about the event.

 

The topics of this installment are:

  • Data Handling and Processing
  • Natural Language Processing and Large Language Models
  • Neuro-Symbolic AI
  • Geometric Deep Learning

 

The school is open to people affiliated with or working closely with institutes of the Austrian Academy of Sciences. All levels of seniority are welcome: students (MSc, PhD), PostDocs, faculty and staff.

Registration is open until December 22, 2024. 
Due to high demand, there will be a selection process striving to balance the participants across institutes. Acceptance notifications will be sent by December 30, 2024.

 

Local organizers:

  • Claudius Krause (HEPHY)
  • Nicki Holighaus (ARI)
  • Markus Kunzmann (ACDH-CH)
  • Brigitte DeMonte (HEPHY)
20334D_OÖAW009468_Umbuchung_Teilnahmegebühren_AI_School_2025.pdf
Participants
  • Andrea Tamburini
  • Fabio Rovigo
  • Lina Lasar
  • Lovro Trgovec-Greif
  • Massimiliano Carloni
  • Michael Schöber
  • Michael Speckbacher
  • Nara Marella
  • Simon Mayer
  • +31
  • Monday 20 January
    • 13:00 → 14:00
      Arrival and Registration 1h Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Brigitte De Monte
    • 14:00 → 14:15
      Welcome 15m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Dr Claudius Krause (HEPHY Vienna (ÖAW)), Nicki Holighaus (Acoustics Research Institute)
      Intro.pdf
    • 14:15 → 15:45
      Introduction (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Daniel Haider (ARI), Zsófia Katona (ARI)
      Introduction to Deep Learning AI 2025.pdf
    • 15:45 → 16:15
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 16:15 → 18:00
      Introduction (Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien

      Notebook at
      https://colab.research.google.com/drive/1AFnuZynDbn-kJM8wgTRyF47lXm8aHOf8?usp=sharing

      pre-trained model at
      https://drive.google.com/drive/folders/16IeVo32THW3hQU2wZmgTaFzdGYuvQ788

      Speakers: Daniel Haider (ARI), Zsófia Katona (ARI)
  • Tuesday 21 January
    • 09:00 → 10:30
      Explainability and Language Models (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Benjamin Roth (University of Vienna)
      04_explainability.pdf
    • 10:30 → 11:00
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 11:00 → 12:30
      Explainability and Language Models (Hands-On) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien

      Slides with hands-on example:

      https://docs.google.com/presentation/d/1HrLWGk7_a7a_sq44OF2wJDTut3TdPbPpowjQFK7dUqQ/edit?usp=sharing

    • 12:30 → 14:00
      Lunch Break 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 14:00 → 15:45
      Evaluation and Interpretability of NLP systems (Lecture) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Pia Sommerauer (Vrije Universiteit Amsterdam)
      Evaluation and Interpretability of NLP systems.pdf
    • 15:45 → 16:15
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 16:15 → 18:00
      Evaluation and Interpretability of NLP systems (Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
  • Wednesday 22 January
    • 09:00 → 10:30
      A Crash-Course on the Lifecycle of Scientific Data I (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Massimiliano Carloni (ACDH-CH), Seta Štuhec (ACDH-CH)
      2025-01-22_AIdataManagement_CarloniTrognitz.pdf
    • 10:30 → 11:00
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 11:00 → 12:30
      A Crash-Course on the Lifecycle of Scientific Data II (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Massimiliano Carloni (ACDH-CH), Seta Štuhec (ACDH-CH)
    • 12:30 → 14:00
      Lunch Break 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 14:00 → 15:45
      A Crash-Course on the Lifecycle of Scientific Data III (Lecture) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Stefan Resch (ACDH-CH)
      VELD presentation - KI winterschool 2025.pdf
    • 15:45 → 16:15
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 16:15 → 17:00
      Open Science and Licensing (Lecture) 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Piotr Majdak (ARI)
      2025 Open Science Majdak (print).pdf
    • 17:00 → 18:00
      The ÖAW Datathek (Lecture) 1h Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Herwig Stöger (Verlag der ÖAW)
      22_datathek.pdf
    • 19:00 → 21:00
      Dinner 2h

      Stöckl im Park
      Prinz-Eugen-Straße 25, 1030 Wien

      https://maps.app.goo.gl/zmohWNSdFj5hmTc2A

  • Thursday 23 January
    • 09:00 → 10:30
      Neuro-symbolic AI I (Lecture + Hands-On) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Emanuel Sallinger (TU Vienna)
    • 10:30 → 11:00
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 11:00 → 12:30
      Neuro-symbolic AI II (Lecture + Hands-On) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Emanuel Sallinger (TU Vienna)
    • 12:30 → 14:00
      Lunch Break 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 14:00 → 15:45
      Neuro-symbolic AI III (Lecture + Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Emanuel Sallinger (TU Vienna)
    • 15:45 → 16:15
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 16:15 → 18:00
      Neuro-symbolic AI IV (Lecture + Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Emanuel Sallinger (TU Vienna)
  • Friday 24 January
    • 09:00 → 10:30
      Geometric Deep Learning I (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Michael Bronstein (AITHYRA and University of Oxford)
      OAW Vienna - ML School 2025.pdf
    • 10:30 → 11:00
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 11:00 → 12:30
      Geometric Deep Learning II (Lecture) 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speaker: Michael Bronstein (AITHYRA and University of Oxford)
    • 12:30 → 14:00
      Lunch Break 1h 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 14:00 → 15:45
      Geometric Deep Learning (Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Joey Bose, Oscar Davis
      gnns_emptied.ipynb
      gnns_solution.ipynb
      OAI AI Winter school GGM.pdf
    • 15:45 → 16:15
      Coffee Break 30m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
    • 16:15 → 18:00
      Geometric Deep Learning (Hands-On) 1h 45m Seminar room 1 + 2

      Seminar room 1 + 2

      Campus Akademie, Bäckerstraße 13, 1010 Wien
      Speakers: Joey Bose, Oscar Davis
      geometric_flow_matching.ipynb
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