Epfl machine learning conference. Besides creating ...
Epfl machine learning conference. 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. Feb 11, 2025 · The focus will be on the application of machine learning and AI within these domains, spotlighting the latest innovations. Specifically, this event will focus on diffusion, generative models, LLMs, attention and representational learning. 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. Today, we see another resurgence in numerical programming, in the domain of machine learning, computer vision, speech processing and other areas of “AI”. Leading AI and machine learning conference AMLD EPFL 2024 gathered experts from industry, academia, and government. 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. Each year the Swiss Confederation awards Government Excellence Scholarships to encourage international exchange and research cooperation between Switzerland and over 180 other countries. 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. This course will cover the latest technologies, platforms and research contributions in the area of machine learning systems. 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. And how we build it responsibly, inclusively and across disciplines. 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. Gain hands-on experience in data acquisition, transformation, and predictive analysis while mastering neural networks and deep learning across diverse data sets. Org profile for EPFL Machine Learning and Optimization Laboratory on Hugging Face, the AI community building the future. 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. The following EPFL papers have been accepted to ICML 2025 (Forty-Second International Conference on Machine Learning). Based in Lausanne (Switzerland), EPFL is a university whose three missions are education, research and innovation. Recipients are selected by the awarding body, the Federal Commission for Scholarships for Foreign Students (FCS aka ESKAS). 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. 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 course consists of lectures and coding sessions using Python. 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. How we build this future. 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. Redirecting to /ai/ml-course/. 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. (more…) Mathematical analysis of modern supervised machine learning techniques, with an emphasis on the mathematics of artificial neural networks. 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. 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. One of the ways we achieve this is through the organization of events. Laboratories will be done in python using jupyter notebooks. Platforms like ChatGPT are already changing the world. With multiple publications each year, we are standing within the best. 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. Dr. Teney was previously a research scientist at the Australian Institute for Machine Learning at the University of Adelaide. It is now one of the largest Machine Learning events in Europe. Attendees will explore the latest AI advancements, industry applications, and future technology trends. 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. The students will read, review and present papers from recent venues across the systems for ML spectrum. 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. 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. 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. 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. 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. Thank you all for joining us and making AMLD 2025 a great success! Platforms like ChatGPT are already changing the world. 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. The event has a focus specifically on the applications of machine learning and AI, making it particularly interesting to industry and academia. 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. Such code needs to run fast on large datasets for “training”, or to run very efficiently on small machines for “inference”. A core strategy to meet growing demands of science and applications, it provides a data-driven basis for automated decision making and probabilistic reasoning. 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. And thats exactly what happened here! The following EPFL papers have been accepted to ICML 2025 (Forty-Second International Conference on Machine Learning). For the main conference Research is a major part in the Machine Learning field. 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 Applied Data Science: Machine Learning programme equips learners with tools for predictive modelling, analytics, and data-driven decision-making. 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. Four days of talks and workshops on AI and machine learning with top speakers from around the world. 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. 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. 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. 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. 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. 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. Machine learning is a sub-field of Artificial Intelligence that allows computers to learn from data, identify patterns and make predictions. Hands-on introduction to data science and machine learning. 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. 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. 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. 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. Anastasia Koloskova, PhD student in Machine Learning at EPFL. 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. 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. It will highlight discussions at the intersection of probablity theory, statistical physics, optimization and theoretical computer science. Each month, a domain-specific track will feature top-level speakers, discussions and keynotes. 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. 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. Top Machine Learning Conferences In this section, we will summarize Federated Learning papers accepted by top machine learning conference, Including NeurIPS, ICML, ICLR. Experience the pinnacle of AI and machine learning expertise at the Applied Machine Learning Days (AMLD) hosted at EPFL in 2024. 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 AMLD Intelligence Summit 2026 is a leading international event bringing together thousands of AI and machine learning enthusiasts from industry, academia, and government. Intelligence Summit 2026 The premier European conference for applied machine learning and artificial intelligence, bringing together researchers, industry leaders, and innovators. 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. EPFL AI Center’s efforts extend beyond EPFL, reaching out to the broader community. Over three days, the conference will host keynote speakers, talks, startup pitches, speed-dating events and poster sessions. We explore recommender systems, generative AI, chatbots, graphs, as well as regression, classification, clustering, dimensionality reduction, text analytics, neural networks. AMLD Intelligence Summit 2026 is a three-day event, from February 10 to 12, at the SwissTech Convention Center (STCC), EPFL in Lausanne, Switzerland. Registration includes the coffee breaks and lunches. 🎉 Relive the 4 days of AMLD 2025, the leading annual conference in Europe on AI and machine learning, held at EPFL. 1rb5, zq2m, mepy, 2usv, vhh0i, iuca7o, jmd9, awuru, 4bhdgo, mlaty,