Software - Codes

Slides - Talks

• Sticky proposals - MCQMC, Leuven, 2014: Slides - Sticky

• super-"relaxed" slides for friends (maybe there are several errors or typos): basic MCMC and more...

• Layered Adaptive Importance Sampling (LAIS): LAIS

• ESS based on discrepancy: UC3M-02-18

• Heretical Intro to Bayes: Heretical Bayes Intro

• Intro to Bayes: Bayes Intro

• Intro to Bayes: Like, Prior, Seno, and Linear

• Intro to Bayes: Like, Prior, Seno, and Linear -2

• Intro to Bayes: MH -1

• Intro to Bayes: Eval Post function

• Intro to Bayes: Main Eval Post

• Intro to Bayes: MH -2

• Intro to Bayes: MH-2 comparison with Riemann

• Intro to Bayes: IS comparison with Riemann

Useful tools, tutorials, videos, links etc...

• A good video about partial least squares regression

• TechRxiv: Arxiv of IEEE

• Other alternative to Arxiv

• Marxiv: Interesting web to save and search in Arxiv

• Mathematical Monk's channel: An excellent series of video tutorials on Machine Learning

• Stanford course - machine Learning - artificial intelligence

• Stanford course 2 of Coursera - machine Learning - artificial intelligence

• StatQuest with Josh Starmer: Nice and simpler videos on Machine Learning

• Wikipedia traffic statistics

• From Matlab to R

• Matrix Cookbook

• Gaussian Identities

• Product and Convolution of two Gaussians

• MAIN THEOREMS OF ANALISI MATEMATICA I (Italy)

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  Journal (and, sometimes, conference) ranks

• Journals, Researchers, Conferences and Universities Ranks

• Web for Journal Ranks and data

• SCR: SCImago Journal and Country Rank

• JCR: Journal Citation Reports

• Finish rank of journals and conferences

• Brasilian rank of journals

• Norwegian rank of journals and conferences

• Academic Research Microsoft
  • rank of machine learning journals

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  Blogs

• Christian P. Robert's blog: Xi'an's Og
  • about our MTM schemes
  • about our GROU work
  • comments about Sticky 1 (after be arxived)
  • comments about Sticky 2 (after poster presentation in MCMCski, 2014)
  • comments about Sticky 3 (after talk in MCQMC, 2014)
  • comments about CARS
  • fantastic comments about Generalized MIS
  • link to Ingmar Schuster's Blog          Ingmar Schuster's Blog (postdoc with C. Robert) about LAIS
  • About issues in MTM mixing
  • comments on the Recycling Gibbs sampler
  • again RoU
  • Recycling Gibbs (response)

• Dani Gamerman's blog: StatPop

• Radford Neal's blog: R. Neal

List of interesting conferences/workshops

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SIGNAL PROCESSING
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• ICASSP
• EUSIPCO
• SSP
• ASILOMAR
• CAMSAP
• DSP (International Conference on Digital Signal Processing, Co-Sponsored by the IEEE Signal Processing Society)
• SAM
• IGARRS
• MLSP
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  MACHINE LEARNING
  -------------------------------------------
• SCIA
• ICML
• ECML
• AISTAT
• NIPS
  -------------------------------------------
  STATISTICS
  -------------------------------------------
• MCQMC
• ISBA meeting
• BayesComp (ex MCMCski)
• COMPSTAT
• EBEB (Brazil)
• SINAPE (Brazil)

• FreeMat
• SciLab
• Octave
• IDL
• Python
• Matlab
• R
• Root (para fisicos CERN Root )
• Stan

SIAM Review

Astronomical Journal

Proceedings of the National Academy of Sciences of the United States of America (PNAS)

Foundations and Trends in Machine Learning

IEEE Transactions on Cybernetics

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)

PLOS

Expert Systems with Applications

Automatica

IEEE Transactions on Automatic Control

IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Signal and Information Processing over Networks

JMLR

IEEE Transactions on Evolutionary Computation

Machine learning journal (MACH LEARN)

PATTERN RECOGNITION

Artificial Intelligence

Neurocomputing

PATTERN RECOGNITION LETTERS

IEEE Signal Processing Magazine

IEEE Transactions on Signal Processing

IEEE Journal on Selected Topics in Signal Processing

IEEE Transactions on Vehicular Technology

TGARS

Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR)

Signal Processing

IEEE Transactions on Aerospace and Electronic Systems

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IEEE Transactions on Signal and Information Processing over Networks

ARTIFICIAL INTELLIGENCE REVIEW

International Journal of Adaptive Control and Signal Processing

Mechanical Systems and Signal Processing (Elsevier)

Digital Signal Processing

Signal Processing Letters

Eurasip Journal on Advances in Signal Processing

IET Signal Processing (IEEE)

IEEE ACCESS

Measurement

Electronics Letters

Journal of the American Statistical Association (JASA)

Statistical Science

Journal of Computational and Graphical Statistics

Statistics and Computing

Computational Statistics and Data Analysis

Bayesian Analysis

Technometrics

Scandinavian Journal of Statistics

American Statistician

Computational Statistics

Journal of Statistical Computation and Simulation

Communications in Statistics - Simulation and Computation

Monte Carlo Methods and Applications

Statistics and Probability Letters

Brazilian Journal of Probability and Statistics

WIRES Computational Statistics (Wiley Interdisciplinary Reviews: Computational Statistics)

International Statistical Review

Statistics surveys

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Advances in Engineering Software

Geoscientific Model Development (GMD)

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Applied Soft Computing

Soft Computing

Information Sciences

Information Fusion

Journal of Computational Science

Computing (Springer)

Applied Mathematics and Computation

Journal of Computational and Applied Mathematics

Journal of Computational Physics

Communications in Applied Mathematics and Computational Science

Computational and Applied Mathematics

APPLIED MATHEMATICAL MODELLING