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1
Machine Learning for Science: Mathematics at the Interface of Data-driven and Mechanistic Modelling
11 Jun 2023 - 17 Jun 2026 • Oberwolfach, Germany
Organizer:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1494948
2
Dagstuhl-Seminar — Stochastic Games
02 Jun 2024 - 07 Jun 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
The fundamental and simple model of Stochastic Games was introduced in the fifties by prominent mathematicians (Shapley, Bellman) and form today a well adopted and thoroughly studied notion, with applications in computer science, mathematics, economics, and beyond. This wide adoption implies that many different research communities are involved in the study of stochastic games, oftentimes with different but related goals. Each community develops different tools towards understanding stochastic games, leading to a very broad and diverse literature with a variety of techniques and approaches. The goal of this Dagstuhl Seminar is to bring together researchers interested in the algorithmic aspects of Stochastic Games, from a theoretical as well as practical perspective.
Event listing ID:
1566106
3
Beilstein Bozen Symposium — AI in Chemistry and Biology: Evolution or Revolution?
04 Jun 2024 - 06 Jun 2024 • Rüdesheim, Germany
Abstract:
This symposium will treat the impact of Artificial intelligence (AI) and Machine Learning (ML) on chemistry and biology, including drug design. The underlying theme of the discussions will be what we can now do with AI and ML that we couldn’t do before. For instance, is AI simply a new interpolation method in the old traditional computer-aided drug design (CADD)? Are the methods applied nowadays intransparent in contrast to the those applied in the early days? How can we combine the development and application of new materials with AI-generated knowledebases? How much can AI help in the prediction and retro-synthesis of new chemical compounds, and how useful are these compounds? Still, the quality of published data matters as meaningful AI applications depend on the availability of high-quality test datasets.
Event listing ID:
1587524
4
Statistics and Learning Theory in the Era of Artificial Intelligence
23 Jun 2024 - 28 Jun 2024 • Oberwolfach, Germany
Organizer:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1529693
5
Dagstuhl-Seminar — Computational Creativity for Game Development
23 Jun 2024 - 28 Jun 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
Game design and implementation are tasks which require a high amount of creativity, and which must lead to products which require a high amount of fine-tuned functionality. For example, a game “level” should not only look appealing, it should also be playable and it should be interesting to play. These are not features which can be acquired simply by “training on big data”, which is what most developments in modern artificial intelligence are based on. The goal of this Dagstuhl Seminar is to investigate to what extent modern artificial intelligence techniques can produce meaningful and functional game content, and what changes to or extensions of these techniques can improve this AI-driven creative process.
Event listing ID:
1566113
6
MLCon — MLCon Munich
25 Jun 2024 - 28 Jun 2024 • Munich, Germany
Organizer:
Software & Support Media GmbH
Abstract:
Welcome to MLCon Munich 2024! From June 25 to 28, 2024, immerse yourself in the world of machine learning and artificial intelligence. MLCon brings together experts and enthusiasts for a four-day deep dive into the latest trends, algorithms, and applications in ML and AI. Learn from industry leaders who will share cutting-edge insights, best practices, and real-world case studies to advance your knowledge and expertise in ML and AI technologies. Engage with the ML community, exchange ideas, and explore the exhibition area featuring innovative tools and solutions shaping the future of machine learning. Whether you're a seasoned ML practitioner or just starting your journey, MLCon Munich 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:
Generative AI and LLMs, MLOps, ChatGPT, ML Business & Strategy, ML Basics & Principles, Advanced ML Development, ML Tools, APIs & Frameworks, ML Strategy Day
Event listing ID:
1611074
7
Dagstuhl Research Meeting — Applied Machine Intelligence 2024
26 Jun 2024 - 28 Jun 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
The workshop addresses all application aspects of artificial intelligence from symbolic methods of semantic technologies to sub-symbolic methods of machine learning, neuro-symbolic and hybrid approaches combining symbolic and non-symbolic methods. The focus of this workshop series is on the practical use of these methods to solve real-world application problems.
Event listing ID:
1589635
8
Dagstuhl-Seminar — Resource-Efficient Machine Learning
28 Jul 2024 - 02 Aug 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
This seminar aims at reasoning critically about how we build software and hardware for end-to-end machine learning. We hope that the discussions will lead to increased awareness for understanding the utilization of modern hardware and kickstart future developments to minimize hardware underutilization. We thus would like to bring together academics and industry across fields of data management, machine learning, systems, and computer architecture covering expertise of algorithmic optimizations in machine learning, job scheduling and resource management in distributed computing, parallel computing, and data management and processing. The outcome of the discussions in the seminar will therefore also positively impact the research groups and companies that rely on machine learning.
Event listing ID:
1566207
Related subject(s):
9
Dagstuhl-Seminar — Artificial Intelligence and Formal Methods Join Forces for Reliable Autonomy
01 Sep 2024 - 06 Sep 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
AI is a disruptive force. With growing applications in fields like healthcare, transportation, game playing, finance, or robotics in general, AI systems and methods are entering our everyday lives. Such tight interaction with AI requires serious safety, correctness, and reliability considerations. Recently, the field of safety in AI has triggered a vast amount of research. Via a diverse program with ample space for open yet guided discussion, we aim to address a number of key challenges that range across all fields.
Event listing ID:
1566233
10
Institute 2024 — Artificial and Human Intelligence
22 Sep 2024 - 24 Sep 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
Institute 2024 has an overarching focus on Next-Generation Human-Centred AI and Cognitive Technologies; its technical programme addresses the formal & cognitive foundations for human-centred computing (for AI), and the human-centred design, development, and usability of cognitive technologies aimed at human-in-the-loop assistance & empowerment in decision-making, planning, creative-technical problem-solving, and automation. Application areas to be addressed in the institute include autonomous vehicles, cognitive robotics, social robotics, cognitive/creative design assistance technologies (e.g., architecture and built environment design, visuo-auditory narrative media design), clinical diagnostics, technology-assisted education/learning.
Event listing ID:
1566221
Related subject(s):
11
Deep Learning for PDE-based Inverse Problems
27 Oct 2024 - 01 Nov 2024 • Oberwolfach, Germany
Organizer:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1529877
12
Dagstuhl Research Meeting — A long-term strategy for NFDI for DataScience and Artificial Intelligence
28 Oct 2024 - 29 Oct 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
The vision of NFDI4DS is to support all steps of the complex and interdisciplinary research data lifecycle in Data Science and Artificial Intelligence. The overarching objective of NFDI4DS is the development, establishment, and sustainment of a national research data infrastructure for the Data Science and Artificial Intelligence community. The key idea is to work towards increasing the transparency, reproducibility and fairness of Data Science and Artificial Intelligence projects, by making all digital artifacts available, interlinking them, and offering innovative tools and services. Within this Dagstuhl Research Meeting, the NFDI4DS partners will reflect on their progress so far, and will work on their long-term strategy.
Event listing ID:
1566317
13
Dagstuhl-Seminar — Rethinking the Role of Bayesianism in the Age of Modern AI
10 Nov 2024 - 15 Nov 2024 • Schloss Dagstuhl, Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Abstract:
Non-Bayesian approaches appear to solve many problems that Bayesians once dreamt of solving using Bayesian methods. We thus believe that it is timely and important to rethink and redefine the promises and challenges of Bayesian approaches; and also to elucidate which Bayesian methods might prevail against their non-Bayesian competitors; and finally identify key application areas where Bayes can shine.
Event listing ID:
1589444
14
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:
1589360
15
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:
1589849
16
Overparametrization, Regularization, Identifiability and Uncertainty in Machine Learning
26 Jan 2025 - 31 Jan 2025 • Oberwolfach, Germany
Topics:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1605168
17
Workshop — Machine Learning for Quantum Matter
24 Feb 2025 - 28 Feb 2025 • Dresden , Germany
Organizer:
Max Planck Institute for the Physics of Complex Systems (MPI-PKS)
Event listing ID:
1600362
18
Frontiers of Statistics and Machine Learning
23 Mar 2025 - 28 Mar 2025 • Oberwolfach, Germany
Topics:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1605216
19
Computation and Learning in High Dimensions
17 Aug 2025 - 22 Aug 2025 • Oberwolfach, Germany
Topics:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1605428
20
Stein’s Method in Stochastic Geometry, Statistical Learning, and Optimisation
24 Aug 2025 - 29 Aug 2025 • Oberwolfach, Germany
Topics:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1605448


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Last updated: 8 March 2024