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State Space Models: Expressivity of Transformers Log in to Mediaspace to watch this video

Covers state space models and the expressivity of transformers in sequence copying tasks.

Gaussian Process Regression: Kernels and Comparisons Log in to Mediaspace to watch this video

Explores Gaussian Process Regression kernels, computational costs, and comparisons with Ridge Regression and other non-linear regression techniques.

Discussion of Complexity Log in to Mediaspace to watch this video

Explores worst-case complexity in computer science and the importance of real-life complexity in algorithm selection.

Understanding Phase Transitions in Computational Problems Log in to Mediaspace to watch this video

Explores the connection between phase transitions in physics and computational problems, showcasing how insights from physics can inform algorithm design.

Orthogonality and Subspace Relations Log in to Mediaspace to watch this video

Explores orthogonality between vectors and subspaces, demonstrating practical implications in matrix operations.