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Discover how multimodal generative AI transforms precision health by creating digital patient twins from real-world data to optimize care delivery and accelerate biomedical discovery.
Explore how machine learning reveals brain dynamics, neural causality, and communication between brain regions to understand sensing, thinking, and learning.
Discover the evolution and future of VR/AR research from Meta's Chief Scientist, covering 11 years of breakthroughs and upcoming innovations in virtual reality technology.
Discover how over-parameterized gradient EM algorithms achieve global convergence when learning Gaussian mixture models through advanced theoretical analysis and practical insights.
Discover multi-frequency progressive refinement techniques for solving inverse scattering problems using machine learning methods in computational imaging and signal processing.
Explore data, architecture, and algorithms driving in-context learning through expert insights from University of Michigan researcher in this IFDS workshop.
Discover advanced techniques for learning multi-index models in this specialized workshop by Ilias Diakonikolas from University of Wisconsin-Madison.
Explore advanced machine learning theory on complex object learnability through dual function classes with expert Nina Balcan from Carnegie Mellon University.
Discover how AI and analytics tools can transform team collaboration and enhance learning outcomes in engineering environments.
Discover how private evolution algorithms achieve convergence in this advanced workshop exploring cutting-edge research in differential privacy and optimization theory.
Explore principled approaches to measuring memorization in foundation models with expert insights from UC San Diego researcher Kamalika Chaudhuri.
Explore theoretical foundations of language model exploration and self-improvement techniques with Microsoft Research expert Dylan Foster.
Explore theoretical foundations of reinforcement learning with expert insights on rethinking core principles and mathematical frameworks in this workshop.
Explore advanced multi-step reasoning techniques through curriculum learning methodologies with expert insights from Columbia University research.
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