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Blogs about: Statistical Learning

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Statistical Modeling versus Machine Learning

G Lau wrote 1 month ago: Recently I got to read up on machine learning, more of introductory and elementary stuff.  The more … more →

Tags: Recent Reads, Data Analysis, Machine learning

course: 9.520, Spring 2011, statistical learning theory and applications

anonymous wrote 9 months ago: Course description Focuses on the problem of supervised and unsupervised learning from the perspecti … more →

Tags: ML, Course, statistics, *MIT Course*, ML-course

Visual statistical learning in the newborn infant

Callier Library wrote 10 months ago: Statistical learning – implicit learning of statistical regularities within sensory input – is a way … more →

Tags: Research, newborns

统计学习那些事[zz]

Robert0812 wrote 10 months ago: 统计学习那些事 香港科技大学 电子与计算机工程系 eeyangc@gmail.com 在港科大拿到PhD,做的是Bioinformatics方面的东西。Bioinformatics这个领域很乱,从业者 … more →

Tags: CV gossip, 统计学习, SVM, Boosted Trees, Lasso

Balancing generalization and lexical conservatism: An artificial language study with child learners

Callier Library wrote 1 year ago: Successful language acquisition involves generalization, but learners must balance this against the … more →

Tags: Research, Language acquisition, Artificial language learning, over-generalization, Baker’s Paradox

The contribution of language-specific knowledge in the selection of statistically-coherent word candidates

Callier Library wrote 1 year ago: Much research has explored the extent to which statistical computations account for the extraction o … more →

Tags: Research, speech perception, language, Linguistic constraints

A Book on Statistical Learning

Y. Cun wrote 1 year ago: I just read a book on statistical learning, The Elements of Statistical Learning(2ed). The important … more →

Tags: Machine learning, Data Mining

What's in a face? Visual contributions to speech segmentation

Callier Library wrote 1 year ago: Recent research has demonstrated that adults successfully segment two interleaved artificial speech … more →

Tags: Research, Speech segmentation, face processing, Indexical cues, multiple representations

Modeling human performance in statistical word segmentation

Callier Library wrote 1 year ago: The ability to discover groupings in continuous stimuli on the basis of distributional information i … more →

Tags: Research, Language acquisition, word segmentation, Computational Modeling

Real-time processing of gender-marked articles by native and non-native Spanish speakers

Callier Library wrote 1 year ago: Three experiments using online-processing measures explored whether native and non-native Spanish-sp … more →

Tags: Research, Language Development, Language Processing, eye movements, grammatical gender, Second Language

[Book] The Elements of Statistical Learning, 2nd Ed.

HLee wrote 1 year ago: This was written more than a year ago, and I forgot to post it. I’ve noticed that there are ra … more →

Tags: -Stat.-, Algorithms, Machine learning, arXiv, Quotes, Jargon, book, Data Mining, KDD

Learning to assign lexical stress during reading aloud: Corpus, behavioral, and computational investigations

Callier Library wrote 2 years ago: Models of reading aloud have tended to focus on the mapping between graphemes and phonemes in monosy … more →

Tags: Research, Reading, visual word recognition, reading acquisition, Orthography, Reading Development, Reading aloud, lexical stress, Stress assignment

Linking infants’ distributional learning abilities to natural language acquisition

Callier Library wrote 2 years ago: This study examines the link between distributional patterns in the input and infants’ acquisition o … more →

Tags: Research, Language acquisition, morphosyntax, Distant dependencies, Linguistic input

What's in a face? Visual contributions to speech segmentation

Callier Library wrote 2 years ago: Recent research has demonstrated that adults successfully segment two interleaved artificial speech … more →

Tags: Research, Speech segmentation, face processing, Indexical cues, multiple representations

Trip to Montpellier & StatLearn102 comments

xi'an wrote 2 years ago: Today, I went to Montpellier for a meeting of our EMILE ANR team, but when I got to the airport at 6 … more →

Tags: statistics, University Life, Travel, Strike, MONTPELLIER, ABC-SMC, StatLearn10

Adding generalization to statistical learning: The induction of phonotactics from continuous speech

Callier Library wrote 2 years ago: Emerging phonotactic knowledge facilitates the development of the mental lexicon, as demonstrated by … more →

Tags: Research, phonotactics, Speech segmentation, Computational Modeling, Phonological features, Constraint induction

Implicit statistical learning in language processing: Word predictability is the key

Callier Library wrote 2 years ago: Fundamental learning abilities related to the implicit encoding of sequential structure have been po … more →

Tags: Research, speech perception, Language Processing, implicit learning, Individual Differences, Word predictability

[ArXiv] classifying spectra

HLee wrote 2 years ago: [arXiv:stat.ME:0910.2585] Variable Selection and Updating In Model-Based Discriminant Analysis for H … more →

Tags: AstroStatistics, -Stat.-, Astro, Algorithms, Machine learning, arXiv, Jargon, classification, Clustering

Statistical Learning in Clojure Part 1: LDA & QDA Classifiers2 comments

liebke wrote 2 years ago: This will hopefully be the first of a series of posts based on a book that has substantially influen … more →

Tags: incanter, clojure, Classifiers, Machine learning, linear-discriminate-analysis


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