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searching for Random feature 12 found (13 total)

Transformer (deep learning architecture) (13,105 words) [view diff] exact match in snippet view article

retaining the advantages of a transformer by linking the key to the value. Random Feature Attention (2021) uses Fourier random features: φ ( x ) = 1 D [ cos ⁡

Random subspace method (974 words) [view diff] exact match in snippet view article find links to article

"Attribute bagging: improving accuracy of classifier ensembles by using random feature subsets". Pattern Recognition. 36 (6): 1291–1302. Bibcode:2003PatRe

FontShop International (1,205 words) [view diff] exact match in snippet view article find links to article

van Rossum in 1990. It was called a “living” font because it used a random feature of the PostScript language to generate randomly different letter forms

Bootstrap aggregating (2,430 words) [view diff] exact match in snippet view article find links to article

the result of the random forest's use of bagging in conjunction with random feature selection. Does not predict beyond the range of the training data. This

Isolation forest (4,555 words) [view diff] exact match in snippet view article find links to article

Isolation Forest requires two pieces of information, those being 1) a random feature or coordinate, and 2) a random value for the feature from the range

Radial basis function kernel (1,160 words) [view diff] case mismatch in snippet view article find links to article

Dani; Schwartz, Roy; Smith, Noah A.; Kong, Lingpeng (2021-03-19). "Random Feature Attention". arXiv:2103.02143 [cs.CL]. C.K.I. Williams; M. Seeger (2001)

Knockoffs (statistics) (628 words) [view diff] exact match in snippet view article

regression model with response vector y {\displaystyle \mathbf {y} } and random feature matrix X {\displaystyle \mathbf {X} } . A matrix X ~ {\displaystyle

Erik van Blokland (1,090 words) [view diff] exact match in snippet view article find links to article

stopped working. Later versions of the typeface do not include the random feature that made it famous, as current font technology does not support programming

Feature hashing (3,124 words) [view diff] exact match in snippet view article find links to article

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

Extreme learning machine (3,643 words) [view diff] exact match in snippet view article find links to article

can provide the whitebox kernel mapping, which is implemented by ELM random feature mapping, instead of the blackbox kernel used in SVM. PCA and NMF can

Relief (feature selection) (2,509 words) [view diff] exact match in snippet view article

2-way feature interactions in very large feature spaces by scoring random feature subsets rather than the entire feature space. Introduced calculation

Stein discrepancy (4,615 words) [view diff] case mismatch in snippet view article find links to article

Operators. arXiv preprint arXiv:2202.09497. 2022. Huggins JH, Mackey L. Random Feature Stein Discrepancies. In NeurIPS 2018. Gorham J, Raj A, Mackey L. Stochastic