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Explore high-dimension sampling and optimization with Simons Institute's brief program. Learn cutting-edge methods like the Interior-Point Method 2.0 and Riemannian Hamiltonian.
Explore the intersection of physics, mathematics, and theoretical computer science in a one-hour talk by Thomas Vidick at the Simons Institute.
Explore the statistical complexity of reinforcement learning in less than an hour with Harvard's Sham Kakade, offered by Simons Institute.
Explore Fully Homomorphic Encryption with Simons Institute. Learn about lattice-based encryption, additive homomorphism, and Gentry bootstrapping in under an hour.
Explore black holes and the Quantum-Extended Church-Turing Thesis with Leonard Susskind from Stanford University in this 2-3 hour program by Simons Institute.
Explore multiagent reinforcement learning with Harvard's Na Li through the Simons Institute. Gain insights into decentralized policies, scalable actor critic framework, and stochastic games.
Explore the intersection of machine learning and game theory with Simons Institute. Learn to build cooperative agents and apply large-scale mechanism design in under an hour.
Explore the statistical complexity of reinforcement learning with Harvard's Sham Kakade in this under 1-hour offering from Simons Institute. Delve into necessary and sufficient conditions for sample-efficient interactive learning.
Explore multiagent reinforcement learning with Simons Institute's compact program. Learn about V-learning, a decentralized algorithm that efficiently tackles the curse of multiagents.
Explore the concept of time's arrow in causal networks with Sean Carroll from Caltech and Santa Fe Institute. Understand entropy, complexity, and spacetime in a 1-2 hour study.
Explore the evidence of exponential quantum advantage in quantum chemistry with Garnet Chan from Caltech, offered by Simons Institute. Dive into ground-state energy determination, state preparation, and more in 1-2 hours.
Explore strategic user behavior in games like traffic routing and online auctions with Éva Tardos from Cornell University, offered by Simons Institute. Less than 1-hour workload.
Explore the science of cause and effect with Judea Pearl from Simons Institute. Learn to understand phenomena, make predictions, and reason with data in 1-2 hours.
Explore strategic behavior and self-selection bias in fishing with Simons Institute. Learn to estimate linear models and identify non-parametric auction models in 1-2 hours.
Explore kernel ridge regression for nonparametric dose response curves and semiparametric treatment effects with Simons Institute. Less than 1-hour workload.
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