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Explore Approximate Message Passing Algorithms with Columbia University's Cynthia Rush in a 1-2 hour program offered by Simons Institute, covering theory, convergence, and matrix estimation.
Explore the KLS Conjecture and MC Sampling Theory in a 1-2 hour lecture series by Yuansi Chen, offered by Simons Institute.
Explore nonhuman communication decoding with Simons Institute's Polylogues. Learn about machine learning's role in understanding species' sounds and signals, including sperm whales and plants.
Explore quantum algorithms for optimization with Simons Institute. Learn about quantum speed-ups, discrete and continuous optimization, and QRAM in a 1-2 hour study.
Explore reinforcement learning, reward function specification, and automata with Simons Institute. This 1-2 hour program covers real-world challenges, linear temporal logic, and Q-learning.
Learn to build compilers using program synthesis in under an hour with UC Berkeley's Alvin Cheung at Simons Institute.
Explore quantum states and their classical shadows with John Preskill from Caltech, offered by Simons Institute. Learn to predict properties and address quantum many-body problems using machine learning.
Explore automated deduction for mathematics with a focus on the Collatz Conjecture in this under 1-hour offering from Simons Institute.
Explore the Area-Law Conjecture in quantum physics with Simons Institute. Understand the contradiction between quantum states' complexity and the study of many-body physics in 1-2 hours.
Explore quantum linear algebra applications in machine learning with Simons Institute. Understand QSVT, barriers to quantum speedup, and connections to classical algorithms. 1-2hr workload.
Explore program induction and library learning with Kevin Ellis from Cornell, in this under 1-hour material offered by Simons Institute. Dive into visual programs, neurally-guided Bayesian inference, and more.
Explore time-continuous neural networks with Ramin Hasani from MIT, in a short program offered by Simons Institute. Learn about LTCs, their stability, expressivity, and performance.
Explore quantum technology's potential with Simons Institute's online program. Learn about quantum computers, their applications, and how they can outperform classical supercomputers.
Explore the theory of aging with Avi Wigderson from the Simons Institute. This 1-2 hour study covers breakthroughs, algorithms, and problems in aging.
Explore quantum computing and fault tolerance with LDPC codes in this 1-2 hour program by Simons Institute. Learn about error thresholds, decoding algorithms, and efficient operations.
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