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1
Dagstuhl-Seminar — A Game of Shadows: Effective Mastery Learning in the Age of Ubiquitous AI
30 jui 2024 - 05 jul 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
The timeliness of this seminar is critical: in the last twelve months, LLMs have revolutionized many commercial fields and their use in education continues to grow. This use is mostly by students who use LLMs to generate answers to school work, while universities are grappling with the impact of LLMs on assessment policies and pedagogy.
Identifiant de l'évènement:
1589581
2
Dagstuhl-Seminar — Automated Machine Learning for Computational Mechanics
07 jul 2024 - 12 jul 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
Automated machine learning (AutoML) aims to reduce the need for experts to obtain effective ML pipelines. It offers off-the-shelf solutions that can be applied without prior knowledge in ML, allowing engineers to dedicate more time to domain-specific tasks. Regrettably, AutoML is underutilized in computational mechanics. There is almost no communication between the two communities, and engineers spend unnecessary effort selecting and configuring ML algorithms. In light of this, the current Dagstuhl Seminar is dedicated to fostering cross-pollination between the fields of AutoML and Computational Mechanics. It aims to convene a curated selection of international experts, each hailing from diverse backgrounds and various application domains, encompassing computer science, machine learning, engineering, mathematics, operations research, and industrial applications.
Identifiant de l'évènement:
1589571
Sujets apparentés:
3
Dagstuhl-Seminar — Improving Trust between Humans and Software Robots in Robotic Process Automation
14 jul 2024 - 19 jul 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
Robotic Process Automation (RPA) is an emerging technology that sits between the fields of Business Process Management (BPM) and Artificial Intelligence (AI). RPA allows organizations to automate high-volume and repetitive tasks – also referred to as routines – performed by human users. The enactment of these routines is emulated by means of a software (SW) robot that works on the applications' user interfaces (UIs) in the same way as the original human operators did. The overall goal is to explore the scientific and technological foundations to pioneer new trust-aware RPA solutions that work in partnership with the human workforce, to enhance human capabilities rather than replace human intelligence and break through the barriers to human trust using RPA.
Identifiant de l'évènement:
1589638
Sujets apparentés:
4
Dagstuhl-Seminar — Leveraging AI for Management Decision-Making
18 aou 2024 - 21 aou 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
The central topic of our Dagstuhl Seminar is the development, implementation, and evaluation of new AI technologies to support decision-making in management. A distinguishing feature is therefore innovative algorithms from the field of AI (e.g. explainable AI, generative AI, large language models, probabilistic ML, causal ML, etc.) that enable new insights in practice and beyond. This holds great potential for informing and improving decision-making.
Identifiant de l'évènement:
1589542
5
Dagstuhl Perspectives Workshop — Conversational Agents: A Framework for Evaluation (CAFE) .
25 aou 2024 - 30 aou 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
Conversational Agents (CA) as frontends to Information Retrieval (IR) and Recommender Systems (RS) become more popular in everyday life, with a wider range of users and usages. The latest developments in Large Language Models (LLMs) will have tremendous consequences, especially for the workplace and education. In this Dagstuhl Perspectives Workshop, we want to focus on the evaluation of these conversational systems, as appropriate methods are still missing. The quality of these systems is limited in terms of personalization, veracity and correctness, bias, transparency, trustworthiness, and understandability. Thus, evaluation methods must address these shortcomings. Furthermore, user- and usage-oriented aspects should become a more prominent and integral component in evaluations, as the user population as well as the tasks these systems are used for become more heterogeneous. For this reason, the topic-centric view of relevance has to be extended to a broad range of facets which are important for the different usage scenarios. Therefore, suitable evaluation criteria have to be specified, which form the basis for defining appropriate measures. Most importantly, the range of evaluation methods must be revisited and extended, as popular methods like the Cranfield approach or crowdsourcing must be complemented by new evaluation methods and strategies specifically tailored to this new type of system.
Identifiant de l'évènement:
1589522
6
MLC — MLCon New York 2024
07 oct 2024 - 10 oct 2024 • Berlin, Allemagne
Organisateur:
Software & Support Media GmbH
Résumé:
Whether you're a seasoned ML practitioner or just starting your journey, MLCon New York 2024 offers valuable insights, networking opportunities, and a chance to stay at the forefront of machine learning and artificial intelligence.
Contact:
Tél.: [017693102012];     Email.: marketing@sandsmedia.com
Sujets:
ML Business & Strategy, Advanced ML Development, ML Tools, APIs & Frameworks, ML Basics & Principles
Identifiant de l'évènement:
1609776
7
Dagstuhl-Seminar — Automated Programming and Program Repair
20 oct 2024 - 25 oct 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
Automated programming refers to techniques that suggest newly written code, e.g., in the form of code completion tools. Techniques for automated programming include large language models that predict code based on natural language specifications of the intended behavior. The recent development of technologies like Codex and ChatGPT have made us examine the possibility of automated programming in the future. Automated program repair refers to a suite of techniques for automated rectification of errors or vulnerabilities in programs. Automated program repair technologies were originally developed for reducing the debugging effort for manually written code. However, interestingly these techniques can be adapted to improve automatically generated code. This Dagstuhl Seminar will explore the intersection of these two fields.
Identifiant de l'évènement:
1589442
8
ML4QT — 2nd Workshop of Machine Learning for Quantum Technology
05 nov 2024 - 08 nov 2024 • Erlangen, Allemagne
Organisateur:
Max Planck Institute for the Science of Light
Résumé:
In the "2nd Workshop on Machine Learning for Quantum Technology" we aim to attract researchers interested in the use of classical ML/AI techniques to advance the development of quantum technologies in a broad sense. Some examples would be analyzing quantum measurements, estimating the parameters of quantum devices, discovering new quantum experimental setups, protocols, and feedback strategies, and generally improving aspects of quantum computing, quantum communication, and quantum simulation. See the review paper here for more relevant topics. We will also cover some quantum machine learning topics and their interconnections with classical machine learning.
Identifiant de l'évènement:
1620405
9
Dagstuhl-Seminar — Deep Learning for RNA Regulation and Multidimensional Transcriptomics
01 dec 2024 - 06 dec 2024 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Résumé:
At the Dagstuhl Seminar on RNA Regulation and Multidimensional Transcriptomics, we will delve into the intersection of computational biology, deep learning, and RNA research. The event will explore how cutting-edge AI technologies are reshaping our understanding of RNA-based gene regulation and its role in health and disease.
Identifiant de l'évènement:
1589415
10
medical solution day
05 dec 2024 • Haar bei München, Allemagne
Organisateur:
WEKA FACHMEDIEN GMBH
Résumé:
Der zweite »Medical Solution Day« widmet sich 2024 der »KI für die Medizingeräte-Entwicklung« und den drängendsten Entwickler-Fragen zur KI-Integration: Was können KI-Algorithmen in medizinischen Anwendungen leisten, und wie lassen sie sich dort implementieren, aktualisieren und skalieren? Wie sollten MedTech-Entwickler – auch unter regulatorischen Aspekten – dabei vorgehen? Führende Technologie- und Medizin-Experten teilen Ihre KI-Expertise, um komplexe Medizin-KI-Anwendungen zu verstehen und zu entwickeln. Sie geben Hilfestellungen an die Hand und berichten über praktische und klinische Anwendungen in der Medizintechnik.
Identifiant de l'évènement:
1622063
Sujets apparentés:
11
Dagstuhl-Seminar — Trust and Accountability in Knowledge Graph-Based AI for Self Determination
26 jan 2025 - 31 jan 2025 • Schloss Dagstuhl, Wadern, Allemagne
Organisateur:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Sujets:
Artificial Intelligence, Computers and Society, Databases, Trust, Transparency, Accountability, Knowledge Graphs, Web Data
Identifiant de l'évènement:
1589849


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Dernière mise à jour: 6 juin 2024