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Efficient duplicate detection for machine learning data sets
LP Dirac, AM Ingerman - US Patent 10,963,810, 2021 - Google Patents
Machine learning combines techniques from statistics and artificial intelligence to create
algorithms that can learn from empirical data and generalize to solve problems in various …
algorithms that can learn from empirical data and generalize to solve problems in various …
Semisupervised autoencoder for sentiment analysis
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
Interactive interfaces for machine learning model evaluations
PPY Lee, NM Correa, LP Dirac… - US Patent 10,452,992, 2019 - Google Patents
2015-01-13 Assigned to AMAZON TECHNOLOGIES, INC. reassignment AMAZON
TECHNOLOGIES, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR …
TECHNOLOGIES, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR …
Optimized training of linear machine learning models
M Brueckner, D Blick - US Patent 10,318,882, 2019 - Google Patents
Machine learning combines techniques from statistics and artificial intelligence to create
algorithms that can learn from empirical data and generalize to solve problems in various …
algorithms that can learn from empirical data and generalize to solve problems in various …
Systems for time-series predictive data analytics, and related methods and apparatus
J Achin, T DeGodoy, T Owen, X Conort… - US Patent …, 2019 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
Systems and techniques for predictive data analytics
J Achin, T DeGodoy, T Owen, X Conort - US Patent 9,489,630, 2016 - Google Patents
Systems and techniques for predictive data analytics are described. In a method for
selecting a predictive model for a prediction problem, the suitabilities of predictive modeling …
selecting a predictive model for a prediction problem, the suitabilities of predictive modeling …
Input processing for machine learning
LP Dirac, J Li, R Ramakrishnan, T Zheng… - US Patent …, 2021 - Google Patents
A record extraction request for a data set is received machine learning service. A plan to
perform one or more chunk-level operations (such as sampling, shuffling, split ting or …
perform one or more chunk-level operations (such as sampling, shuffling, split ting or …
Systems for second-order predictive data analytics, and related methods and apparatus
J Achin, T DeGodoy, T Owen, X Conort… - US Patent …, 2020 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
Systems and techniques for determining the predictive value of a feature
J Achin, T DeGodoy, X Conort, S Yurgenson… - US Patent …, 2019 - Google Patents
(57) ABSTRACT A method for determining the predictive value of a feature may include:(a)
performing predictive modeling procedures associated with respective predictive models …
performing predictive modeling procedures associated with respective predictive models …
User interface for machine learning
KD Phillipps, RW Wellman - US Patent 9,218,574, 2015 - Google Patents
2012/0284212 A1 11/2012 Lin et al. 7,480,640 B1* 1/2009 Elad et al........................ TO6/14
2012/0284213 A1* 11/2012 Lin et al.......................... TO6, 12 7,499,897 B2* 3/2009 Pinto et …
2012/0284213 A1* 11/2012 Lin et al.......................... TO6, 12 7,499,897 B2* 3/2009 Pinto et …