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Related lectures (26)
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Canonical Embedding: Fields and Lattices
Explores canonical embedding of #-fields, lattices, and finiteness of class groups.
Polynomial Interpolation: Lagrange Method
Covers the Lagrange polynomial interpolation method and error analysis in function approximation.
Rolle's Theorem and Mean Value Theorem
Covers Rolle's Theorem and the Mean Value Theorem, discussing stationary points and extrema.
Thomas algorithm, accuracy of direct methods
Explores the Thomas algorithm for tridiagonal systems and the accuracy of direct methods in numerical computations.
Value Tensions in AI: Mitigating Harms and Fostering Benefits
Delves into value tensions in AI ethics, balancing inclusion and privacy.
NFNets: Removing BatchNorm for High-Performance Image Recognition
Explores NFNets as an alternative to BatchNorm in ResNets, achieving high performance on ImageNet.
Real Numbers Sequences
Covers real number sequences, including convergence and boundedness concepts.
Generative AI and Reinforcement Learning: Future Directions
Explores advancements in generative AI and reinforcement learning, focusing on their applications, safety, and future research directions.
Diagonalization of Symmetric Matrices
Covers the diagonalization of symmetric matrices, the spectral theorem, and the use of spectral decomposition.
Deep Learning for Autonomous Vehicles: Learning
Explores learning in deep learning for autonomous vehicles, covering predictive models, RNN, ImageNet, and transfer learning.