Machine learning/AI/Prob research and resources

[tauoverpi]

Consider the following resources for machine learning, probability, and classic AI

tagged machine learning

Wheel/Rail Adhesion State Identification of Heavy-Haul Locomotive Based on Particle Swarm Optimization and Kernel Extreme Learning Machine
Baselines and Bigrams: Simple, Good Sentiment and Topic Classification
Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
Deep Learning: A Critical Appraisal
ARTIFICIAL INTELLIGENCE 2E
Multi label Image Classification
Finite and Infinite Machines by Marvin Minsky
Generalized Convolution and Efficient Language Recognition
A Critical Review of Recurrent Neural Networks for Sequence Learning
A JIT Compiler for Neural Network Inference
Programming with a Differentiable Forth Interpreter
Graph Neural Networks: A Review of Methods and Applications
Machine Learning Classification over Encrypted Data

tagged markov process

Pairwise Markov Chain: A Task Scheduling
General state space Markov chains and MCMC algorithms*
Markov Chains and Markov Chain Monte Carlo
Genetic algorithms and Markov Chain Monte Carlo: Differential Evolution Markov Chain makes Bayesian computing easy
Discrete-time Markov Chains and Applications to Population Genetics
Markov Chain Models of Genetic Algorithms
Efficient Markov Chain Monte Carlo Methods for Global Illumination Algorithms
Efficient Synthesis of Probabilistic Programs
On Prediction Using Variable Order Markov Models
Data Compression Using Dynamic Markov Modelling
Markov Chains - A visual explanation
Decrypting Classical Cipher Text Using Markov Chain Monte Carlo

tagged simulation

Characteristics of Pattern Formation and Evolution in Approximations of Physarum

tagged physics

Simulation of Clothing with Folds and Wrinkles

[tauoverpi]

yet to be tagged

https://ncase.me/
https://intelligence.org/files/ProblemsSelfReference.pdf
https://intelligence.org/files/DefinabilityTruthDraft.pdf
https://intelligence.org/files/ProcrastinationParadox.pdf
https://intelligence.org/files/VingeanReflection.pdf
https://ict.usc.edu/pubs/Logical%20Prior%20Probability.pdf
https://intelligence.org/files/Non-Omniscience.pdf
https://arxiv.org/pdf/1209.2620.pdf
http://lukemuehlhauser.com/wp-content/uploads/Gaifman-Concerning-measures-in-first-order-calculi.pdf
https://intelligence.org/files/QuestionsLogicalUncertainty.pdf
https://arxiv.org/pdf/1401.5577.pdf
https://intelligence.org/files/UDTSearchOrder.pdf
https://intelligence.org/files/OntologicalCrises.pdf
https://intelligence.org/files/RealisticWorldModels.pdf
https://www.nickbostrom.com/superintelligentwill.pdf

[cvoges12]

@tauoverpi Didn't think I'd see you here. But yeah, I'll look into each

[tauoverpi]

Characteristics of Pattern Formation and Evolution in Approximations of Physarum

[tauoverpi]

Towards a Physarum learning chip
Physarum Learner: a novel structure learning algorithm for Bayesian Networks inspired by
Physarum polycephalum