This year's International Conference on Machine Learning (ICML) will take place from July 21 to 27, 2024 in Vienna, Austria. As well as six invited talks, the program includes oral and poster presentations, engagement events, tutorials and workshops.
Invited talks
- Someth Chantla. – Title for confirmation
- Lucia Magis Weinberg – The impact of digital technologies on youth development in low- and middle-income countries
- Vokosi Marriott – Gondzo – charting a course for African under-resourced languages: a multi-faceted approach to research and development
- Javier Duarte – Title for confirmation
- Chelsea Finn – Title for confirmation
- Lucilla Savelli – Title for confirmation
Affiliation events
Three affinity group workshops are scheduled for this year:
The lesson
The lesson will be on Monday 22nd July. There are 12 to choose from this year. Links to event pages are included where available.
Workshops
The workshops will take place on Friday 26th and Saturday 27th July.
- Human perception models for AI alignment
- The next generation of AI safety
- Structured probabilistic inference and generative modeling
- Machine Learning for Earth System Modelling: Accelerating Impact Pathways
- AI for Mathematics Workshop
- Almost Everything Differentiable: Differentiable Softeners, Algorithms, Operators, and Simulators
- ICML 2024 Workshop on Foundation Models in the Wild
- ML for Life and Materials Science: From Theory to Industry Applications
- The Multi-Model Foundation Model meets Embodied AI (MFM-EAI).
- The next generation of continuum modeling architectures
- Aligning Reinforcement Learning Experimenters and Theorists
- ES-FoMo II: Second Workshop on Efficient Systems for Foundation Models
- Long Context Foundation Models
- AI for Science: Scaling up AI for Scientific Discovery
- Higher Dimensional Learning Dynamics Workshop: Emergence of Structure and Reasoning
- Foundations of reinforcement learning and control: Connections and perspectives
- Trusted Multimodal Foundation Models and AI Agents (TEFA)
- Workshop on Machine Interpretation
- Workshop on Theoretical Foundations of Foundation Models (TF2M)
- Second Workshop on Generative AI and Law (GenLaw '24)
- Automated Reinforcement Learning: Exploring Meta-Learning, AutoML, and LLM
- ICML Workshop on Large Language Models and Cognition
- First ICML Workshop on Contextual Learning (ICL @ ICML 2024)
- Agent Markets Workshop
- Text, Camera, Action! Frontiers in Controllable Video Generation
- Accessible and efficient foundation models for biological discovery
- Humans, algorithmic decision-making and society: Modeling interactions and implications
- Second Workshop on Advancing Neural Network Training: Computational Efficiency, Scalability, and Resource Optimization (WANT@ICML 2024)
- Geometry-based representation learning and creative modeling
You can learn more about the conference here.
Tags: ICML, ICML2024, Quick Read
Lucy Smith, Managing Editor of AIhub.