Inductive probability

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Related lectures (30)

Red bus/Blue bus paradox

Explores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.

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Explores the probabilistic interpretation of K-means clustering and its relation to Gaussian Mixture Models.

Learning Sciences Concepts

Explores cognitive load, metacognition, learning environments, and inductive reasoning, with examples of exam questions and the city of Godthåb.

Quantum Machine Learning: Theory and Applications

Explores quantum machine learning, representations of molecules, kernel regression, and the interplay between physics and machine learning.

Rule Systems, Simulations, and Parallel Worlds

Delves into rule systems, simulations, and parallel worlds, exploring Prolog, backtracking algorithms, logic complexity, the Game of Life simulation, and the concept of Simulats.

Recurrence: Induction

Covers the principle of induction for natural numbers and the importance of caution in its application.

The red bud-blue bus paradox

Discusses the red bud-blue bus paradox in mode choice modeling and its policy implications.

Deep Learning: No Free Lunch Theorem and Inductive Bias

Covers the No Free Lunch Theorem and the role of inductive bias in deep learning and reinforcement learning.

Induction for SMT Solvers

Explores techniques for induction in SMT solvers, focusing on CVC4's implementation and competitive performance with other provers.

Linear Discriminant Analysis: Generative Methods

Covers Linear Discriminant Analysis (LDA) as a generative method for classification.

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