Feature hashing (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Feature hashing" in English language version.

refsWebsite

Global rank English rank

1nips.cc

low place

7,050^th place

1smola.org

low place

1jhu.edu

699^th place

479^th place

1virusbulletin.com

low place

1cornell.edu

332^nd place

246^th place

1mlr.press

low place

1arxiv.org

69^th place

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1radimrehurek.com

low place

1scikit-learn.org

low place

1code.google.com

4,942^nd place

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1apache.org

3,206^th place

2,477^th place

1r-project.org

7,871^st place

5,225^th place

1tensorflow.org

low place

1dask.org

low place

apache.org

spark.apache.org

"Hashing TF". Retrieved 4 September 2015. Maps a sequence of terms to their term frequencies using the hashing trick.

arxiv.org

Chen, Wenlin; Wilson, James; Tyree, Stephen; Weinberger, Kilian; Chen, Yixin (2015-06-01). "Compressing Neural Networks with the Hashing Trick". International Conference on Machine Learning. PMLR: 2285–2294. arXiv:1504.04788.

code.google.com

"sofia-ml - Suite of Fast Incremental Algorithms for Machine Learning. Includes methods for learning classification and ranking models, using Pegasos SVM, SGD-SVM, ROMMA, Passive-Aggressive Perceptron, Perceptron with Margins, and Logistic Regression". Retrieved 2014-02-13.

cornell.edu

cs.cornell.edu

Bai, B.; Weston J.; Grangier D.; Collobert R.; Sadamasa K.; Qi Y.; Chapelle O.; Weinberger K. (2009). Supervised semantic indexing (PDF). CIKM. pp. 187–196.

dask.org

ml.dask.org

"dask_ml.feature_extraction.text.HashingVectorizer — dask-ml 2021.11.17 documentation". ml.dask.org. Retrieved 2021-11-22.

jhu.edu

cs.jhu.edu

K. Ganchev; M. Dredze (2008). Small statistical models by random feature mixing (PDF). Proc. ACL08 HLT Workshop on Mobile Language Processing.

mlr.press

proceedings.mlr.press

Chen, Wenlin; Wilson, James; Tyree, Stephen; Weinberger, Kilian; Chen, Yixin (2015-06-01). "Compressing Neural Networks with the Hashing Trick". International Conference on Machine Learning. PMLR: 2285–2294. arXiv:1504.04788.

nips.cc

papers.nips.cc

Moody, John (1989). "Fast learning in multi-resolution hierarchies" (PDF). Advances in Neural Information Processing Systems.

r-project.org

cran.r-project.org

"FeatureHashing: Creates a Model Matrix via Feature Hashing With a Formula Interface". 10 January 2024.

radimrehurek.com

"gensim: corpora.hashdictionary – Construct word<->id mappings". Radimrehurek.com. Retrieved 2014-02-13.

scikit-learn.org

"4.1. Feature extraction — scikit-learn 0.14 documentation". Scikit-learn.org. Retrieved 2014-02-13.

smola.org

alex.smola.org

Kilian Weinberger; Anirban Dasgupta; John Langford; Alex Smola; Josh Attenberg (2009). Feature Hashing for Large Scale Multitask Learning (PDF). Proc. ICML.

tensorflow.org

"tf.keras.preprocessing.text.hashing_trick — TensorFlow Core v2.0.1". Retrieved 2020-04-29. Converts a text to a sequence of indexes in a fixed-size hashing space.

virusbulletin.com

Josh Attenberg; Kilian Weinberger; Alex Smola; Anirban Dasgupta; Martin Zinkevich (2009). "Collaborative spam filtering with the hashing trick". Virus Bulletin.