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Related lectures (32)

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Algorithmic Foundations for Systems Certification

Explores challenges in designing systems with unreliable components, focusing on verification, bounded analysis, and controller synthesis.

Quick Sort Analysis: Finding k Smallest

Covers the analysis of quick sort, including time complexity and randomization for finding the k-th smallest number.

Decision Trees: Overfitting and Randomization

Explores decision trees, overfitting, and randomization in supervised learning, emphasizing the importance of managing variance and feature selection.

Experimental Design: Strategies and Analysis

Discusses experimental design strategies, factors, responses, treatment combinations, and degrees of freedom.

Probabilistic Analysis: Hiring & Birthday Paradox

Explores probabilistic analysis in algorithms, covering the hiring problem and the birthday paradox, along with hash tables and functions.

Software Security: Execution Attacks and Defenses

Covers code injection and control-flow hijack attacks, and defenses like Data Execution Prevention and Stack Canaries.

ExVR Workshop: Introduction and Showcase

Introduces ExVR, a software for creating and executing 3D/2D experiments using VR or not, and showcases various tasks.

Atomic Diffusion in Solids

Explores the reasons behind lower diffusion in crystalline solids and covers atomic theory, thermal hopping, and random movement.

Shor Algorithm: Circuit Details II

Explores the Shor algorithm circuit details for efficient number factoring using quantum computing.

Multilevel Models: Part 2

Explores advanced techniques in multilevel modeling, including fitting separate models, estimating coefficients, and checking residuals for model evaluation.