Lectures from my course on Mathematical Foundations of Machine Learning (channel)
National Museum of Mathematics Math Encounters: “Under the Hood: The Mathematics of AI” (video)
AAAS-AMS Invited Address at the Joint Mathematics Meeting in 2025 on “Mathematics in Scientific Machine Learning” (video)
National Academies of Science, Engineering, and Medicine Workshop on AI to Assist Mathematical Reasoning talk on “Mathematical Foundations of Machine Learning” (video)
National Academies of Science, Engineering, and Medicine Workshop on AI to Assist Mathematical Reasoning talk on “Mathematical Foundations of Machine Learning” (video)
“Fundamentals of AI and Machine Learning” (video)
BigBrains Podcast on “How AI is transforming scientific research” (podcast)
IEEE Signal Processing And Computational imagE formation (SPACE) on “Machine Learning and Inverse Problems: Depth and Adaptation” (video, slides)
Learning to Solve Inverse Problems in Imaging, at MDS20
Regularization in Infinite-Width ReLU Networks, at MINDS Seminar
AI: Challenges, Opportunities, and Partnerships with Academia, at DOE Artificial Intelligence X-Lab Summit
Poisson Compressed Sensing, at February Fourier Talks at UMD