ACDL 2022 an Online and Onsite Course
The 5th Advanced Course on Data Science & Machine Learning (ACDL) is a full-immersion five-day Course at the Certosa di Pontignano (Castelnuovo Berardenga – Siena – Tuscany, Italy) on cutting-edge advances in Data Science and Machine Learning with lectures delivered by world-renowned experts. The Course provides a stimulating environment for academics, early career researches, Post-Docs, PhD students and industry leaders. Participants will also have the chance to present their results with talks or posters, and to interact with their colleagues, in a convivial and productive environment.
MSc students, PhD students, PostDocs, junior/senior academics, and industry practitioners will be typical profiles of the ACDL attendants.The Course will involve a total of 36-40 hours of lectures, according to the academic system the final achievement will be equivalent to 8 ECTS points for the PhD Students and the Master Students attending the Course.
Topics
- Artificial Intelligence
- Big Data
- Cognitive Computing
- Computational Cognitive Science
- Constraint-Based Approaches to Machine Learning
- Data Science
- Deep Learning
- Explainable Artificial Intelligence
- Human-level AI
- General Reinforcement Learning Algorithms
- Generative Adversarial Networks
- Machine Learning
- Neuroscience-inspired AI
- Probabilistic Generative Models
- Probabilistic Programming
- Reinforcement Learning
- Robotics
- Theory of Deep Learning
Lecturers
Tutorial Speakers
ACDL 2022 Directors
Deadlines
- Early Registration: by
Sunday July 31, 2022 (AoE) - Oral/Poster Presentation Submission Deadline:
Sunday July 31, 2022 (AoE) - Late Registration: from Monday August 1, 2022
- Accommodation Reservation at Reservation at the Certosa di Pontignano: by
Wednesday July 20, 2022 - Notification of Decision for Oral/Poster Presentation: by Wednesday August 10, 2022
- Course: August 22-26, 2022
Recent News
- July 4, 2022 — Meal form for participants not staying at the Certosa di Pontignano
- June 28, 2022 — AirBnB Accommodations near Certosa di Pontignano
- June 27, 2022 — Accommodations: B&B near the Certosa di Pontignano
- June 24, 2022 — Limited Number of Onsite Registrations
- March 24, 2022 — Early Registration Deadline: June 30
- January 24, 2022 — New Lecturer: Danica Kragic, Royal Institute of Technology, Sweden
- January 21, 2022 — New Lecturer: Yukie Nagai, The University of Tokyo, Japan
- January 21, 2022 — New Lecturer: Edith Elkind, University of Oxford
- January 18, 2022 — New Lecturer: Alex Davies, DeepMind, London, UK
- January 6, 2022 — New Lecturer: Silvio Savarese, Salesforce & Stanford University, USA
- December 14, 2021 — ACDL 2022 Schedule
- December 13, 2021 — ACDL 2022 Poster
- December 13, 2021 — ACDL 2022 (as ACDL 2021 and ACDL 2020): an Online & Onsite Course
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