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calendar icon Jul 24, 2023 videos icon 39 videos
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

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

Opening

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39:15

ESSAI and ACAI Opening

calendar icon Aug 29, 2023 37 views

Keynote

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01:00:22

Foundation Models

Jure Leskovec

calendar icon Aug 29, 2023 110 views

Round tables

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01:27:59

AI for Science

calendar icon Aug 29, 2023 25 views

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01:05:52

AI for Society

calendar icon Aug 29, 2023 282 views

1st European Summer School on Artificial Intelligence (ESSAI)

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05:52:12

Multi-Objective Reinforcement Learning

Roxana Rădulescu

calendar icon Sep 1, 2023 284 views

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06:15:23

Machines Climbing Pearl’s Ladder of Causation

Adèle Helena Ribeiro,

Devendra Singh Dhami,

Matej Zečević

calendar icon Sep 1, 2023 114 views

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07:24:39

Machine Learning Beyond Static Datasets

Martin Mundt

calendar icon Sep 1, 2023 213 views

Draft
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05:59:47

Game-Theoretic Approach to Planning and Synthesis

Shufang Zhu,

Giuseppe Perelli,

Antonio Di Stasio

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06:57:04

Uncertainty Quantification in Machine Learning

Matias Valdenegro-Toro,

Marco Zullich

calendar icon Sep 1, 2023 484 views

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07:31:38

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

Catalina Dima,

Wojtek Jamroga

calendar icon Sep 1, 2023 87 views

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07:44:26

Pills of Answer Set Programming

Mario Alviano,

Francesco Ricca

calendar icon Sep 1, 2023 69 views

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02:37:49

Explaining and Repairing Description Logic Ontologies

Francesco Kriegel,

Franz Baader,

Patrick Koopmann

calendar icon Sep 1, 2023 48 views

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07:37:25

Knowledge representation and reasoning with ontologies

Panče Panov

calendar icon Sep 1, 2023 206 views

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07:46:02

Foundations of Automated Planning

Roman Barták

calendar icon Sep 1, 2023 103 views

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06:30:45

Temporal Reasoning in AI: an introduction

Nicola Gigante

calendar icon Sep 1, 2023 107 views

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06:05:12

From Statistical Relational to Neural Symbolic Artificial Intelligence

Giuseppe Marra,

Sebastijan Dumancic,

Robin Manhaeve

calendar icon Sep 1, 2023 249 views

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06:20:01

Smart-sized Benchmarking for Black-Box Optimization

Dragan Doder,

Tome Eftimov

calendar icon Sep 1, 2023 198 views

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07:05:16

AI fairness and privacy: fundamentals, synergies and conflicts

Tijl De Bie,

Maarten Buyl

calendar icon Sep 1, 2023 642 views

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05:57:31

Statistical evaluation of the performance of machine learning models

Richard Dinga

calendar icon Sep 1, 2023 70 views

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07:24:49

Formal Explainability in Artificial Intelligence

Nina Narodytska,

Alexey Ignatiev,

Joao Marques-Silva

calendar icon Sep 1, 2023 117 views

Private
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01:29:35

Large Language Models: Background and Applications

Ivan Vulić,

Michael Roth

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07:11:06

Practical Applications of Artificial Intelligence for Robotics

Timothy Wiley

calendar icon Sep 1, 2023 115 views

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06:53:12

Model Uncertainty in Sequential Decision Making

Nick Hawes,

Bruno Lacerda,

David Parker

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06:10:16

Continual learning for image classification

Adrian Popescu

calendar icon Sep 1, 2023 200 views

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07:30:33

Probabilistic Circuits: Deep Probabilistic Models with Reliable Reasoning

Robert Peharz,

Antonio Vergari

calendar icon Sep 1, 2023 420 views

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07:40:50

Learning to act and plan

Blai Bonet,

Hector Geffner

calendar icon Sep 1, 2023 97 views

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07:28:21

AutoML: Accelerating Research on and Development of AI Applications

Marius Lindauer,

Katharina Eggensperger

calendar icon Sep 1, 2023 88 views

20th Advanced Course on Artificial Intelligence (ACAI)

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01:23:17

Machine Learning Force Fields Unlock Atomic Simulations

Claudio Zeni

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02:58:53

Computational Scientific Discovery and Process-Based Modelling

Pat Langley

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01:31:56

Language Modeling for Science

Arman Cohan

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03:01:44

Machine learning for modeling and understanding the Earth system

Gustau Camps-Valls

calendar icon Sep 1, 2023 50 views

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03:05:15

The future of governing equations

Nathan Kutz

calendar icon Sep 1, 2023 39 views

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01:36:17

Basic Ideas in Quantum Machine Learning

Vedran Dunjko

calendar icon Sep 1, 2023 73 views

Private
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01:22:34

AI for Biology and Science

Ziga Avsec,

Clare Bycroft

calendar icon Sep 1, 2023 1 views

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03:18:13

Bayesian approaches to symbolic regression and equation discovery

Roger Guimerà

calendar icon Sep 1, 2023 59 views

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02:54:31

Automated modelling and design of dynamical systems in the life sciences

Julio Rodriguez Banga

calendar icon Sep 1, 2023 56 views

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03:03:24

Closed-Loop Automation of Scientific Research

Ross D. King

calendar icon Sep 1, 2023 60 views

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03:07:23

Formalisation of Scientific Knowledge

Larisa Soldatova

calendar icon Sep 1, 2023 60 views

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03:07:29

Symbolic AI with Knowledge Graphs and Ontologies

Michel Dumontier

calendar icon Sep 1, 2023 68 views

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