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Algorithmic probability
The Foundations of Solomonoff Prediction
An Algorithmic Approach to Information and Meaning a Formal Framework for a Philosophical Discussion∗
A Review of Graph and Network Complexity from an Algorithmic Information Perspective
A Philosophical Treatise of Universal Induction
No Free Lunch Versus Occam's Razor in Supervised Learning
Algorithmic Data Analytics, Small Data Matters and Correlation Versus Causation Arxiv:1309.1418V9 [Cs.CE] 26 Jul 2017
Extending Universal Intelligence Models with Formal Notion of Representation
Universal Artificial Intelligence Philosophical, Mathematical, and Computational Foundations of Inductive Inference and Intelligent Agents the Learn
Algorithmic Probability-Guided Supervised Machine Learning on Non-Differentiable Spaces
Algorithmic Randomness As Foundation of Inductive Reasoning and Artificial Intelligence
Probability, Algorithmic Complexity, and Subjective Randomness
Algorithmic Information Dynamics - Scholarpedia Algorithmic Information Dynamics
Open Problems in Universal Induction & Intelligence
Stationary Algorithmic Probability (February 4, 2009) 2
Raymond J. Solomonoff 1926–2009 Peter Gács Boston University Paul M
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet
ALGORITHMIC PROBABILITY in HYPOTHESIS SELECTION Contents 1. Introduction 1 2. Binary Strings 3 3. Basic Computability Theory
Does Algorithmic Probability Solve the Problem of Induction?
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Algorithmic Probability—Theory and Applications
Algorithmic Probability - Scholarpedia Page 1 of 6
Quines Are the Fittest Programs
Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces
Investigating Estimated Kolmogorov Complexity As a Means of Regularization for Link Prediction
Open Problems in Universal Induction & Intelligence
Towards Demystifying Shannon Entropy, Lossless Compression and Approaches to Statistical Machine Learning †
Solomonoff Prediction and Occam's Razor
Algorithmic Probability, Heuristic Programming and AGI
Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions
Foundations of Probability Theory for AI-The Application of Algorithmic Probability to Problems in Artificial Intelligence
Algorithmic Probability Scholarpedia
Kolmogorov Complexity and Algorithmic Randomness
Applications of Algorithmic Information Theory
Algorithmic Information Theory Scholarpedia
Arxiv:1904.10258V3 [Cs.IT] 9 Jun 2021 World in Two Directions, Drawing Heavily on the Work of Chaitin
Algorithmic Probability — Its Discovery — Its Properties and Application to Strong AI
Differences Between Kolmogorov Complexity and Solomonoff Probability: Consequences for AGI
Algorithmic Complexity Scholarpedia
Algorithmic Theories of Everything
Information Theory & Kolmogorov Complexity
Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions
Algorithmic Randomness As Foundation of Inductive Reasoning and Artificial Intelligence