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1
Dagstuhl-Seminar — Leveraging AI for Management Decision-Making
18 Aug 2024 - 21 Aug 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
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.
Event listing ID:
1589619
2
Dagstuhl Perspectives Workshop — Conversational Agents: A Framework for Evaluation (CAFE) .
25 Aug 2024 - 30 Aug 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
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.
Event listing ID:
1589588
3
MLC — MLCon New York 2024
07 Oct 2024 - 10 Oct 2024 • Berlin, Germany
Organizer:
Software & Support Media GmbH
Abstract:
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:
Phone: [017693102012];     Email: marketing@sandsmedia.com
Topics:
ML Business & Strategy, Advanced ML Development, ML Tools, APIs & Frameworks, ML Basics & Principles
Event listing ID:
1609710
4
Dagstuhl-Seminar — Automated Programming and Program Repair
20 Oct 2024 - 25 Oct 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
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.
Event listing ID:
1589475
5
ML4QT — 2nd Workshop of Machine Learning for Quantum Technology
05 Nov 2024 - 08 Nov 2024 • Erlangen, Germany
Organizer:
Max Planck Institute for the Science of Light
Abstract:
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.
Event listing ID:
1620383
6
Dagstuhl-Seminar — Deep Learning for RNA Regulation and Multidimensional Transcriptomics
01 Dec 2024 - 06 Dec 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
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.
Event listing ID:
1589371
7
Dagstuhl-Perspektiven-Workshop — Human in the Loop Learning through Grounded Interaction in Games
01 Dec 2024 - 06 Dec 2024 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
This Dagstuhl Perspectives Workshop aims, first of all, to bring together the communities working on the related areas of learning through interaction, (conversational) agents in games, dialogue and interaction, and collecting judgments from crowds through games, to make each community aware of the most recent developments in the other areas. We also intend to discuss current challenges, and whether advances in one area (e.g., grounded interaction) can benefit other areas (e.g., interactive learning).
Event listing ID:
1628038
8
medical solution day
05 Dec 2024 • Haar bei München, Germany
Organizer:
WEKA FACHMEDIEN GMBH
Abstract:
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.
Event listing ID:
1622129
Related subject(s):
9
Dagstuhl-Seminar — Towards a Multidisciplinary Vision for Culturally Inclusive Generative AI
06 Jan 2025 - 09 Jan 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
Generative AI systems are rapidly being integrated into global systems of cultural communication, consumption, and production. As these technologies shape our cultures, we urgently need conceptual foundations for investigating the cultural inclusivity of generative AI pipelines (from data collection, to model development and deployment, to evaluation), as well as methods to study the varying societal and cultural impacts of generative AI. This Dagstuhl Seminar wants to bring together scholars and practitioners from computer science, social sciences, the tech industry, and creative industries to discuss the cultural implications of generative AI and find paths toward building generative AI that can be responsive to the diverse needs of individuals, groups, and societies around the world. Together, seminar participants will build shared language and frameworks for reshaping the technical and social architectures of generative AI.
Event listing ID:
1626110
10
Dagstuhl-Seminar — Task and Situation-Aware Evaluation of Speech and Speech Synthesis
12 Jan 2025 - 15 Jan 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
This Dagstuhl Seminar Task and Situation-Aware Evaluation of Speech and Speech Synthesis is an opportunity to help redefine the metrics and methods traditionally used to evaluate speech synthesis and human speech as they are used across disciplines, tasks, and applications. The seminar is designed as a collaborative platform where experts from engineering, the humanities, social sciences, and more come together to challenge the status quo and drive innovation. Through the combination of perspectives and the bridging of gaps between scientific disciplines we hope to uncover and develop evaluation techniques that are not only scientifically rigorous but also contextually relevant to the diverse uses of speech technology today. We seek the collective expertise of participants from diverse areas of science and technology – ranging from phonetics to machine learning, from rhetorical analysis to practical applications in assistive technologies. This interdisciplinary approach is essential for crafting evaluation standards that are as dynamic and nuanced as the technologies and applications they aim to assess. To this end, we encourage you to share, debate, and refine ideas, methods, and tools that can contribute to a transformative discussion on the evaluation of speech synthesis.
Event listing ID:
1626197
11
Dagstuhl-Seminar — Trust and Accountability in Knowledge Graph-Based AI for Self Determination
26 Jan 2025 - 31 Jan 2025 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Topics:
Artificial Intelligence, Computers and Society, Databases, Trust, Transparency, Accountability, Knowledge Graphs, Web Data
Event listing ID:
1589783
12
Dagstuhl-Seminar — From Research to Certification with Data-Driven Medical Decision Support Systems
26 Jan 2025 - 31 Jan 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
Artificial intelligence has made tremendous strides across many spheres of life, however deploying this technology in safety critical domains remains challenging. This seminar focuses on clinical practice where data-driven models can streamline the work of healthcare professionals and democratise access to personalised medicine, thus have lasting positive impact on society, but also where deploying such tools without adequate foresight and safeguards can be perilous. This duality – anticipated benefits that may come along with unintended consequences – requires new technologies to be thoroughly vetted, e.g., with clinical trials and medical certification processes, before they can be deployed to avoid any harmful fallout. However, fulfilling such regulatory requirements is a lengthy and complex process plagued with many challenges, hence while prototype systems are becoming increasingly ubiquitous, they often remain indefinitely designated as research tools that can be used exclusively for research purposes. Their lacklustre adoption is compounded by pervasive reproducibility issues; history of unsafe systems being deployed prematurely; scarce data that are inherently private, difficult to collect or share, and often riddled with numerous biases; and prevalence of automation promises that never come to fruition. Such hurdles result in healthcare remaining one of the least digitised spheres of life.
Event listing ID:
1626184
Related subject(s):
13
Dagstuhl-Seminar — Logic and Neural Networks
02 Feb 2025 - 07 Feb 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
Logic and learning are central to Computer Science, and in particular to AI-related research. Already Alan Turing envisioned in his 1950 “Computing Machinery and Intelligence” paper a combination of statistical (ab initio) machine learning and an “unemotional” symbolic language such as logic. The combination of logic and learning has received new impetus from the spectacular success of deep learning systems. The goal of this Dagstuhl Seminar is to bring together researchers from various communities related to utilizing logical constraints in deep learning and to create bridges between them via the exchange of ideas.
Event listing ID:
1626194
14
Dagstuhl-Seminar XR4OR — Extended Reality for the Operating Room
02 Feb 2025 - 07 Feb 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
The first goal of this Dagstuhl Seminar is to survey existing uses of any kind of XR technologies in the OR. More importantly, we will seek to foster and create ideas for novel research on using XR in the OR. This should lead to novel use cases of the technology, novel research questions, and an agenda for research on XR in the OR for the next 5 years. As one of the tangible outcomes, we plan to develop a position paper outlining this agenda during the seminar, and submit it to a major journal. These goals will be achieved by bringing together researchers from all sub-fields of XR (VR, AR, sound and haptic rendering, new materials, and other kinds of mixed reality), along with practitioners (surgeons) from different medical areas, in order to bring the practical perspective of surgery to the seminar.
Event listing ID:
1626193
15
Dagstuhl-Seminar — Dealing with Complexities in Auction and Matching Market Design
09 Feb 2025 - 14 Feb 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
There are many connections between market design with and without money, and this Dagstuhl Seminar aims to provide a platform for scholars in auctions, matching, and learning in games to work together and develop new ideas on how to deal with the complexities in designing and analyzing real-world markets.
Event listing ID:
1626181
Related subject(s):
16
Dagstuhl-Seminar — What You Hear is What You See? Integrating Sonification and Visualization
09 Feb 2025 - 14 Feb 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
In our daily lives, we as humans perceive our surroundings in an inherently multimodal way. Nevertheless, the vast majority of data analysis idioms are exclusively visual, not using the apparent potential of combined designs. While the visualization field studies visual data analysis solutions, the sonification field investigates comparable solutions that convey data over non-speech audio. There are several similarities between the methods and design theories of both approaches, such as the use of perceptual variables to encode data attributes, the use of marks and substrates for conveying items, and the role of interaction in manipulating the data representations. Over the recent decades, both fields have established research communities, theoretical frameworks, and toolkit support.
Event listing ID:
1626279
17
Dagstuhl-Seminar — Tradeoffs in Reactive Systems Design
23 Feb 2025 - 28 Feb 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
Reactive systems are software systems that engage in a continual dialogue with their environment. They constitute the software parts of cyber-physical systems where timely reactions are often critical to safety. Applications include autonomous vehicles, electric power systems, industrial automation, healthcare electronics, and robotics. Because the software engages in a continual dialog with its environment, it often has conflicting requirements. It needs to be predictable, but robust to unpredictable events; it needs to react in a timely manner, but this often requires reacting with inconsistent information; it needs to be adaptable, but demonstrably safe; and it needs to be secure, but accessible and available. Many conferences and workshops focus on one of the goals, such as achieving real-time behavior, without explicitly acknowledging the costs and without providing sound strategies for dealing with failures that prevent reaching the goals. The focus of this seminar will be on the tradeoffs that are intrinsic in the design of such systems. When you make a system predictable, available, secure, or even demonstrably safe, what have you lost? This Dagstuhl Seminar will pull in experts from manifold disciplines to identify and discuss the fundamental limits in reactive systems design that make tradeoffs inevitable.
Event listing ID:
1626612
18
Dagstuhl-Seminar — Explainability in Focus: Advancing Evaluation through Reusable Experiment Design
30 Mar 2025 - 02 Apr 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
The objective of this workshop is to bring together researchers, practitioners, and experts in the field of explainable AI to collaboratively develop reusable experiment designs. Evaluating explainability methods is something that has not been standardized by the community, meaning each author must develop and justify their own approaches. This reduces the abilities of researchers to publish their findings, which can also hinder progress in this space.
Event listing ID:
1626778
19
Dagstuhl-Seminar — Linguistics and Language Models: What Can They Learn from Each Other?
20 Jul 2025 - 25 Jul 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
In a little over a year since the release of ChatGPT, language models (LMs) have stirred concerns in government, over the possibility that citizens will come to believe the textual and spoken output of such models. Similarly, they have caused panic in education, forcing a rethink of what students are learning and how to assess it. Of concern to us here, is whether LMs mean the end of computational and/or cognitive models of human language learning and language use. Does the practical success of LMs mean that computational linguistics (and perhaps even linguistics itself) is no longer relevant? Or are we missing problems with LMs that computational linguistics (and linguistics more generally) could help us both recognize and surmount?
Event listing ID:
1626871
20
Forschungstreffen — Door: Testseminar 1!
17 Dec 2026 - 22 Dec 2026 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Event listing ID:
1626167


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Last updated: 8 July 2024