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Lecture
Systems Thinking Workshop
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Related lectures (28)
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Innovation Challenges
Explores the evolution of innovation challenges from simple engineering tasks to complex societal problems.
Architectura Natura: Exploring the Relationship Between Architecture and Nature
Explores the intricate relationship between architecture and nature through the refurbishment of a townhouse and the transformation of a campsite into a habitable garden space.
Bayes Risk and Generalization in Machine Learning
Explores Bayes risk, generalization, error rates, and interpolation methods in machine learning.
The Local Hamiltonian Problem
Covers the Local Hamiltonian Problem, focusing on QMA-Complete problems and the complexity of verifying quantum computations.
Statistical Physics of Clusters
Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.
Improved Algorithm: Three-Color Parity Games
Introduces an improved algorithm for three-color parity games, focusing on progress measures, acceleration, and practical speed-up.
Linear Algebra Complexity
Explores the complexity of linear algebra operations and optimization methods, including Gaussian elimination and the simplex method.
Conclusions on Statistical Learning Theory
Explores conclusions from statistical learning theory, emphasizing function complexity, generalization, and the bias-variance trade-off.