1st European Summer School on Artificial Intelligence (ESSAI) & 20th Advanced Course on Artificial Intelligence (ACAI) , Ljubljana 2023

1st European Summer School on Artificial Intelligence (ESSAI) & 20th Advanced Course on Artificial Intelligence (ACAI) , Ljubljana 2023

36 Lectures · Jul 24, 2023

About

The European Summer School on Artificial Intelligence (ESSAI) is a direct product of European AI research being increasingly coordinated and scaled up across projects, research organisations and countries. ESSAI’s immediate predecessors are the Advanced Course on AI (ACAI), organised since 1985 under the auspices of the European Association for Artificial Intelligence (EurAI), and the TAILOR Summer School on Trustworthy AI organised since 2021 by the European ICT-48 Network of Excellence on Trustworthy AI through Integrating Learning, Optimisation and Reasoning. Last year, these two schools were already co-located in Barcelona with two parallel tracks as well as joint events.

For more information visit essai.si

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Uploaded videos:

Opening

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39:15

ESSAI and ACAI Opening

Aug 29, 2023

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10 Views

Opening

Keynote

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01:00:22

Foundation Models

Jure Leskovec

Aug 29, 2023

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32 Views

Keynote

Round tables

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01:27:59

AI for Science

Aug 29, 2023

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14 Views

Panel
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01:05:52

AI for Society

Aug 29, 2023

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17 Views

Panel

1st European Summer School on Artificial Intelligence (ESSAI)

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06:30:45

Temporal Reasoning in AI: an introduction

Nicola Gigante

Sep 01, 2023

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46 Views

Lecture
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07:28:21

AutoML: Accelerating Research on and Development of AI Applications

Marius Lindauer,

Katharina Eggensperger

Sep 01, 2023

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38 Views

Lecture
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06:05:12

From Statistical Relational to Neural Symbolic Artificial Intelligence

Sebastijan Dumancic,

Robin Manhaeve,

Giuseppe Marra

Sep 01, 2023

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56 Views

Lecture
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07:44:26

Pills of Answer Set Programming

Mario Alviano,

Francesco Ricca

Sep 01, 2023

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32 Views

Lecture
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07:24:49

Formal Explainability in Artificial Intelligence

Alexey Ignatiev,

Nina Narodytska,

Joao Marques-Silva

Sep 01, 2023

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35 Views

Lecture
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02:37:49

Explaining and Repairing Description Logic Ontologies

Franz Baader,

Patrick Koopmann,

Francesco Kriegel

Sep 01, 2023

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13 Views

Lecture
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07:24:39

Machine Learning Beyond Static Datasets

Martin Mundt

Sep 01, 2023

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59 Views

Lecture
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06:20:01

Smart-sized Benchmarking for Black-Box Optimization

Tome Eftimov,

Dragan Doder

Sep 01, 2023

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56 Views

Lecture
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07:30:33

Probabilistic Circuits: Deep Probabilistic Models with Reliable Reasoning

Robert Peharz,

Antonio Vergari

Sep 01, 2023

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211 Views

Lecture
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07:40:50

Learning to act and plan

Blai Bonet,

Hector Geffner

Sep 01, 2023

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27 Views

Lecture
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07:46:02

Foundations of Automated Planning

Roman Barták

Sep 01, 2023

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46 Views

Lecture
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06:53:12

Model Uncertainty in Sequential Decision Making

Bruno Lacerda,

Nick Hawes,

David Parker

Sep 01, 2023

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64 Views

Lecture
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06:57:04

Uncertainty Quantification in Machine Learning

Matias Valdenegro-Toro,

Marco Zullich

Sep 01, 2023

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264 Views

Lecture
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07:31:38

Automated Verification of Multi-Agent Systems. Why, What, and Especially: How?

Catalina Dima,

Wojtek Jamroga

Sep 01, 2023

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17 Views

Lecture
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06:10:16

Continual learning for image classification

Adrian Popescu

Sep 01, 2023

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81 Views

Lecture
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05:52:12

Multi-Objective Reinforcement Learning

Roxana Rădulescu

Sep 01, 2023

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50 Views

Lecture
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05:57:31

Statistical evaluation of the performance of machine learning models

Richard Dinga

Sep 01, 2023

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23 Views

Lecture
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07:05:16

AI fairness and privacy: fundamentals, synergies and conflicts

Tijl De Bie,

Maarten Buyl

Sep 01, 2023

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36 Views

Lecture
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07:37:25

Knowledge representation and reasoning with ontologies

Panče Panov

Sep 01, 2023

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31 Views

Lecture
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07:11:06

Practical Applications of Artificial Intelligence for Robotics

Timothy Wiley

Sep 01, 2023

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41 Views

Lecture
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06:15:23

Machines Climbing Pearl’s Ladder of Causation

Devendra Singh Dhami,

Matej Zečević,

Adèle Helena Ribeiro

Sep 01, 2023

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51 Views

Lecture

20th Advanced Course on Artificial Intelligence (ACAI)

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02:58:53

Computational Scientific Discovery and Process-Based Modelling

Pat Langley

Sep 01, 2023

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17 Views

Lecture
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03:18:13

Bayesian approaches to symbolic regression and equation discovery

Roger Guimerà

Sep 01, 2023

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26 Views

Lecture
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03:01:44

Machine learning for modeling and understanding the Earth system

Gustau Camps-Valls

Sep 01, 2023

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24 Views

Lecture
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03:07:28

Symbolic AI with Knowledge Graphs and Ontologies

Michel Dumontier

Sep 01, 2023

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21 Views

Lecture
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02:54:31

Automated modelling and design of dynamical systems in the life sciences

Julio Rodriguez Banga

Sep 01, 2023

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28 Views

Lecture
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03:05:15

The future of governing equations

Nathan Kutz

Sep 01, 2023

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13 Views

Lecture
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03:03:24

Closed-Loop Automation of Scientific Research

Ross D. King

Sep 01, 2023

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26 Views

Lecture
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03:07:23

Formalisation of Scientific Knowledge

Larisa Soldatova

Sep 01, 2023

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13 Views

Lecture
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01:36:17

Basic Ideas in Quantum Machine Learning

Vedran Dunjko

Sep 01, 2023

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13 Views

Lecture
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01:23:17

Machine Learning Force Fields Unlock Atomic Simulations

Claudio Zeni

Sep 01, 2023

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12 Views

Lecture
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01:31:56

Language Modeling for Science

Arman Cohan

Sep 01, 2023

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9 Views

Lecture