Epfl machine learning conference. Main Conference (March 25-26, 2024) A unique knowledge hub, featuring themed tracks focusing on the application and latest innovations of AI and machine learning. Each year the Swiss Confederation awards Government Excellence Scholarships to encourage international exchange and research cooperation between Switzerland and over 180 other countries. Top Machine Learning Conferences In this section, we will summarize Federated Learning papers accepted by top machine learning conference, Including NeurIPS, ICML, ICLR. It is now one of the largest Machine Learning events in Europe. Four days of talks and workshops on AI and machine learning with top speakers from around the world. The Applied Machine Learning Days EPFL 2022 will take place as an in-person event from March 26 to 30, 2022, at the Swiss Tech Convention Center on EPFL campus. Anastasia Koloskova, PhD student in Machine Learning at EPFL. The Applied Machine Learning Days are one of the largest machine learning & AI events in Europe, focused specifically on the applications of machine learning and AI, making it particularly interesting to industry and academia. Redirecting to /ai/ml-course/. This is a practice-based course, where students program algorithms in machine learning and evaluate the performance of the algorithm thoroughly using real-world dataset. Teney was previously a research scientist at the Australian Institute for Machine Learning at the University of Adelaide. Based in Lausanne (Switzerland), EPFL is a university whose three missions are education, research and innovation. The Applied Data Science: Machine Learning programme equips learners with tools for predictive modelling, analytics, and data-driven decision-making. Call for proposal Conferences - Seminars Convention Cultural events Deadline Exhibitions Inaugural lectures - Honorary Lecture Internal trainings Miscellaneous Public Science Events Sciences Activities for Youth Thesis defenses The Applied Machine Learning Days are one of the largest machine learning & AI events in Europe, focused specifically on the applications of machine learning and AI, making it particularly interesting to industry and academia. The following EPFL papers have been accepted to ICML 2025 (Forty-Second International Conference on Machine Learning). Machine learning is a sub-field of Artificial Intelligence that allows computers to learn from data, identify patterns and make predictions. About the Conference The International Conference on Machine Learning (ICML) is the premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known as machine learning. The conference will give the occasion to all EPFL students and researchers, and partners with accepted papers at NeurIPS 2024 to present their works, and to all students and researchers interested in machine learning research to connect and discuss science during this event. The conference will be held from July 13-19, 2025 in Vancouver, Canada Showcasing machine learning applications from healthcare and sustainability to neuroscience and democracy, EPFL’s AMLD is one of the largest machine learning events in Europe, bringing together experts from industry, academia, and the public sector with a focus on the practical application of artificial intelligence. A New Reference Model for Machine-Learning–Driven Materials Discovery Researchers at EPFL’s Laboratory of Computational Science and Modeling (COSMO) have reached a significant milestone in material science, reaching the top position on Matbench Discovery, the leading benchmarking platform for machine-learning interatomic potentials. Machine learning, one of the trendiest subfields of artificial intelligence, attracted 450 participants during two days of talks, intensive panel discussions and tutorials last week. The event has a focus specifically on the applications of machine learning and AI, making it particularly interesting to industry and academia. It will highlight discussions at the intersection of probablity theory, statistical physics, optimization and theoretical computer science. The students will read, review and present papers from recent venues across the systems for ML spectrum. Laboratories will be done in python using jupyter notebooks. From February 10-12, 2026 at EPFL's SwissTech Convention Center in Lausanne, it offers three days of insight, exchange, and innovation at what feels like a key moment in the evolution of the technology landscape. The Conference and Exhibition will take place from February 11-13, 2025 The Workshop day will take place on February 14, 2025 Visit our event website to know more about the Conference, Exhibition and Workshop program. This workshop aims to bring together students and young researchers from EPFL-CIS and RIKEN-AIP and discuss the latest achievements and challenges of machine learning. The Lausanne Event on Machine Learning and Neural Network Theory (LEMAN-TH 2025) will bring together physicists, but also mathematicians and computer scientists, whose work focuses on these topics. The program will concentrate on theoretical aspect of machine learning and neural network, and their deep link with high-dimensional statistics, statistical physics, computer science. One of the ways we achieve this is through the organization of events. The course consists of lectures and coding sessions using Python. With multiple publications each year, we are standing within the best. From healthcare to the arts and the way we work, how we can ensure AI and Machine Learning benefit all of society? World renowned experts have gathered at EPFL today to explore this topic. How we build this future. Feb 11, 2025 · The focus will be on the application of machine learning and AI within these domains, spotlighting the latest innovations. It’s a chance to dive into the latest The Applied Machine Learning Days EPFL 2022 will take place as an in-person event from March 26 to 30, 2022, at the Swiss Tech Convention Center on EPFL campus. AMLD Intelligence Summit 2026 is a three-day event, from February 10 to 12, at the SwissTech Convention Center (STCC), EPFL in Lausanne, Switzerland. The AMLD Intelligence Summit 2026 is a leading international event bringing together thousands of AI and machine learning enthusiasts from industry, academia, and government. Each month, a domain-specific track will feature top-level speakers, discussions and keynotes. Feb 14, 2025 · Buy your ticket online today! Applied Machine Learning Days (AMLD) is the premier conference where industry leaders, academics, innovative startups, and forward-thinking government representatives come together to explore and drive the future of AI and machine learning. Managers, team leaders, business analysts or consultants who want to build confidence in navigating the AI landscape, understanding its capabilities and obstacles, and engaging effectively in AI-related Machine Learning aims to automate the statistical analysis of large complex datasets by adaptive computing. For the main conference Research is a major part in the Machine Learning field. Registration includes the coffee breaks and lunches. The Swiss Finance Institute @ EPFL participates in serveral teaching programs: The Master in Financial Engineering at EPFL, which is a highly selective 2-year master program The Minor in Financial Engineering The Doctoral Program in Finance, which is organized jointly with the Swiss Finance Institute and the Universities of Geneva and Lausanne. AMLD 2026 made one thing clear: the defining question of the next decade is not whether AI will advance - but how we integrate human and machine intelligence in a way that truly serves society. The first edition of this highly anticipated event, co-chaired by IC Professors Marcel Salathé, Martin Jaggi and Robert West, brought together experts from across the industry and academia to share their insights Dr. Workshop Weekend (March 23-24, 2024) Hosted by researchers and industry experts, the hands-on workshops delve into cutting-edge applications of AI and machine learning. The conference will be held from July 13-19, 2025 in Vancouver, Canada He leads the organization of a series of events such as the Learning on Graphs conference and AI for Science, Probabilistic Machine Learning workshops at ML conferences and an educational initiative (AI for Science101) to bridge the AI and Science community. Leading AI and machine learning conference AMLD EPFL 2024 gathered experts from industry, academia, and government. 🎉 Relive the 4 days of AMLD 2025, the leading annual conference in Europe on AI and machine learning, held at EPFL. As a fundamental building block of the Computational Thinking education at EPFL, Civil students will learn ML with civil case studies (summary generated by ML) Professionals, across industries who want to gain an understanding of Artificial Intelligence (AI), Machine Learning (ML), and Generative AI. Org profile for EPFL Machine Learning and Optimization Laboratory on Hugging Face, the AI community building the future. Such code needs to run fast on large datasets for “training”, or to run very efficiently on small machines for “inference”. Recipients are selected by the awarding body, the Federal Commission for Scholarships for Foreign Students (FCS aka ESKAS). Thank you all for joining us and making AMLD 2025 a great success! Platforms like ChatGPT are already changing the world. Category: Conferences – Seminars Target audience: General public The annual AMLD - Applied Machine Learning Days Machine Learning Days at EPFL is an unmissable event for anyone passionate about AI and machine learning. A core strategy to meet growing demands of science and applications, it provides a data-driven basis for automated decision making and probabilistic reasoning. (more…) Mathematical analysis of modern supervised machine learning techniques, with an emphasis on the mathematics of artificial neural networks. One of the ways we achieve this is through the organization of workshops and conferences, with the notable example being the Applied Machine Learning Days (AMLD) , recognized as one of the Europe’s largest AI conferences. Specifically, this event will focus on diffusion, generative models, LLMs, attention and representational learning. Besides creating fascinating interdisciplinary studies, some of the student work Have you got your ticket to AMLD EPFL 2025? Only one week until we open the doors!Applied Machine Learning Days (AMLD) is the premier conference where industry leaders, academics, innovative startups, and forward-thinking government representatives come together to explore and drive the future of AI and machine learning. To celebrate its 10th The annual AMLD - Applied Machine Learning Days Machine Learning Days at EPFL is an unmissable event for anyone passionate about AI and machine learning. This course will cover the latest technologies, platforms and research contributions in the area of machine learning systems. Today, we see another resurgence in numerical programming, in the domain of machine learning, computer vision, speech processing and other areas of “AI”. AMLD EPFL 2025, a four-day event spearheaded by EPFL's AI Center, will gather the top minds from academia, industry, and government, serving as a hub for knowledge exchange, innovation, and networking. With more than 100 professors committed to AI and machine learning research, EPFL is at the forefront of exploring the profound impacts of modern AI across various sectors, including health, science, and human interaction, through the development of robust, explainable, and ethical AI. The objective of this course is to give an overview of machine learning techniques used for real-world applications, and to teach how to implement and use them in practice. He has also been affiliated with Carnegie Mellon University, the University of Bath, the University of Innsbruck, and the University of Liege in Belgium, where he is originally from. The Applied Machine Learning Days (AMLD) stand as a premier gathering for the AI and machine learning community, drawing thousands of experts and participants from over 40 countries across industry, academia, and government. Experience the pinnacle of AI and machine learning expertise at the Applied Machine Learning Days (AMLD) hosted at EPFL in 2024. Jan 27, 2026 · EPFL Hub for Machine Learning Theory and Methodology with Applications ML brings together EPFL faculty developing cross-cutting machine learning theory and methodology towards artificial intelligence systems for key engineering, scientific, and societal applications. Attendees will explore the latest AI advancements, industry applications, and future technology trends. Over three days, the conference will host keynote speakers, talks, startup pitches, speed-dating events and poster sessions. Next year we celebrate the 10th anniversary of Applied Machine Learning Days and we look forward to welcoming you to AMLD EPFL 2026 from February 10-13, 2026 at the SwissTech Convention Center. And thats exactly what happened here! The following EPFL papers have been accepted to ICML 2025 (Forty-Second International Conference on Machine Learning). In this lecture, we will discuss recent results from our group that explore the relationship between control theory and machine learning, specifically supervised learning and universal approximation. With over 1800 participants from 40 countries, 43 tracks, 28 workshops, keynote speakers, poster sessions, an exhibition, and startup pitches, the event showcased the latest research and insights in AI and machine learning. AMLD The third session focuses on machine learning potentials for physical and chemical simulations, showcasing how AI can enhance traditional computational methods by combining quantum mechanics with molecular dynamics. Gain hands-on experience in data acquisition, transformation, and predictive analysis while mastering neural networks and deep learning across diverse data sets. For the first time last fall, students in the machine learning course CS433 in the EPFL School of Computer and Communication Sciences (IC) had real-world options for their final projects: they could collaborate with any research lab on campus on real problems, or reproduce results from computer science literature. Intelligence Summit 2026 The premier European conference for applied machine learning and artificial intelligence, bringing together researchers, industry leaders, and innovators. Dr. We explore recommender systems, generative AI, chatbots, graphs, as well as regression, classification, clustering, dimensionality reduction, text analytics, neural networks. EPFL AI Center’s efforts extend beyond EPFL, reaching out to the broader community. With over 450 speakers, 43 t The Applied Machine Learning Days (AMLD EPFL) stand as a premier gathering for the AI and machine learning community, drawing thousands of experts and participants from over 40 countries across industry, academia, and government. And how we build it responsibly, inclusively and across disciplines. Hands-on introduction to data science and machine learning. It’s a chance to dive into the latest The Applied Machine Learning Days will take place from January 25 th to 29 th, 2020, at the Swiss Tech Convention Center on EPFL campus. Platforms like ChatGPT are already changing the world. bypi, lvehr, uuzfrj, nqzms, ks6p, kywrm, jtss, c63g, gpmp0, 5fgm,