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A Machine Learning Perspective on Predictive Coding with PAQ8

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-540-30549-1_43openalex-snapshot
Multinomial Naive Bayes for Text Categorization Revisited
inferredcites →https://doi.org/10.1007/978-3-540-31865-1_22openalex-snapshot
On Compression-Based Text Classification
inferredcites →https://doi.org/10.1007/s10209-005-0005-9openalex-snapshot
Text prediction systems: a survey
inferredcites →https://doi.org/10.1023/b:inrt.0000011209.19643.e2openalex-snapshot
Augmenting Naive Bayes Classifiers with Statistical Language Models
inferredcites →https://doi.org/10.1109/dcc.1995.515495openalex-snapshot
Unbounded length contexts for PPM
inferredcites →https://doi.org/10.1109/dcc.2002.999958openalex-snapshot
PPM: one step to practicality
inferredcites →https://doi.org/10.1109/dcc.2010.36openalex-snapshot
Lossless Compression Based on the Sequence Memoizer
inferredcites →https://doi.org/10.1109/jrproc.1952.273898openalex-snapshot
A Method for the Construction of Minimum-Redundancy Codes
inferredcites →https://doi.org/10.1109/tcom.1984.1096090openalex-snapshot
Data Compression Using Adaptive Coding and Partial String Matching
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A stochastic memoizer for sequence data
inferredcites →https://doi.org/10.1147/rd.232.0149openalex-snapshot
Arithmetic Coding
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Distance Metric Learning for Large Margin Nearest Neighbor Classification
inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot
Learning Multiple Layers of Features from Tiny Images
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0077openalex-snapshot
Rao-Blackwellised Particle Filtering via Data Augmentation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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LpaqHP: A High-Performance FPGA Accelerator for LPAQ Compression
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Compressing Integer Lists with Contextual Arithmetic Trits
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Human languages trade off complexity against efficiency
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Recklessly Approximate Sparse Coding
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Context-based method for lossless compression of RGB and multispectral images
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Human languages trade off complexity against efficiency
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1462001/v2openalex-snapshot
Human languages trade off complexity against efficiency
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1462001/v3openalex-snapshot
A large quantitative analysis of written language challenges the idea that all languages are equally complex
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Ocena Równowagi Statycznej Z Wykorzystaniem Platformy Posturograficznej U Osób Słabowidzacych I Niewidomych = Evaluation Of Static Balance With The Use Of The Posturographic Platform In Poorly Visionaries And Blind Persons
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Learning-based short text compression using BERT models
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