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Theoretical physicist Robbert Dijkgraaf explores how physicists are striving for the long-sought unification of quantum mechanics and general relativity, with string theory being a leading contender.
Explore the link between neural networks and kernels from a modern perspective in this under 1-hour workshop by Simon Du from the Institute for Advanced Study.
Explore energy-based approaches to representation learning with Yann LeCun from NYU and Facebook AI, in a less than 1-hour workshop by the Institute for Advanced Study.
Explore the theory of deep learning with Aleksander Madry from MIT, focusing on adversarial perturbations, robust features, and data efficiency in under an hour.
Explore the theory of deep learning with Ke Li from UC Berkeley, focusing on overcoming dimensionality and mode collapse. Less than 1-hour workload.
Explore PAC-Bayesian approaches to deep learning generalization in a short workshop by Gintare Dziugaite from the Institute for Advanced Study.
Explore deep learning optimization with Sanjeev Arora, a Distinguished Visiting Professor at Princeton University, in this less than 1-hour workshop from the Institute for Advanced Study.
Explore information-theoretic generalization bounds in deep learning with Daniel Roy from the University of Toronto, in a short workshop offered by the Institute for Advanced Study.
Explore GAN optimization and competitive gradient descent in a short workshop by Anima Anandkumar from Caltech, offered by the Institute for Advanced Study.
Explore emergent linguistic structures in neural word representations with Stanford's Chris Manning in this under 1-hour workshop offered by the Institute for Advanced Study.
Explore the Information Paradox, Evaporating Black Holes, and Entanglement Wedge Reconstruction with Geoff Penington at the Institute for Advanced Study. Expect 1-2 hours of material.
Explore gravitational-wave astronomy with Patrick Brady from the University of Wisconsin-Milwaukee, offered by the Institute for Advanced Study. Learn about cosmic collisions, black hole mergers, and future observations.
Explore the history of science with Adelheid Voskuhl from the Institute for Advanced Study. Dive into topics like communism, industrial revolution, and modern Europe in under an hour.
Explore proof and circuit complexity with Robert Robere from the Institute for Advanced Study. Learn about Boolean circuits, slice functions, and more in under an hour.
Explore the design principles of physiological circuits and their aging process in this under 1-hour material from the Institute for Advanced Study. Dive into topics like lifespan, senescence, and antiaging interventions.
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