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Machine Learning

Machine Learning-related patent applications - as published by the U.S. Patent and Trademark Office (USPTO).


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Protection system including machine learning snapshot evaluation
Intel Corporation
August 10, 2017 - N°20170230394

This disclosure is directed to a protection system including machine learning snapshot evaluation. A device may comprise a machine learning engine (mle) to generate snapshots of device operation. The mle may use active or planned operations in the snapshot to learn user behavior. Once normal user behavior is established for the device, the mle may be able to determine when ...
Systems and methods for machine learning using classifying, clustering, and grouping time series data
Sas Institute Inc.
August 10, 2017 - N°20170228661

Systems and methods are provided for performing data mining and statistical learning techniques on a big data set. More specifically, systems and methods are provided for linear regression using safe screening techniques. Techniques may include receiving a plurality of time series included in a prediction hierarchy for performing statistical learning to develop an improved prediction hierarchy. It may include pre-processing ...
System and method for high speed threat intelligence management using unsupervised machine learning and prioritization ...
Certis Cisco Security Pte Ltd
August 10, 2017 - N°20170228658

This document discloses a system and method for consolidating threat intelligence data for a computer and its related networks. Massive volumes of raw threat intelligence data are collected from a plurality of sources and are partitioned into a common format for cluster analysis whereby the clustering of the data is done using unsupervised machine learning algorithms. The resulting organized threat ...
Machine Learning Patent Pack
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Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Machine learning for virtual machine migration plan generation
International Business Machines Corporation
August 10, 2017 - N°20170228249

Embodiments relate to generating a virtual machine (vm) migration plan. An initial mapping of vms to hosts is determined as an origin state and a final mapping of vms to hosts as a goal state. Candidate paths are generated from the initial mapping to the final mapping. The candidate paths are evaluated based on a heuristic state transition cost from ...
Dynamic recompilation techniques for machine learning programs
International Business Machines Corporation
August 10, 2017 - N°20170228222

The embodiments described herein relate to recompiling an execution plan of a machine-learning program during runtime. An execution plan of a machine-learning program is compiled. In response to identifying a directed acyclic graph of high-level operations (hop dag) for recompilation during runtime, the execution plan is dynamically recompiled. The dynamic recompilation includes updating statistics and dynamically rewriting one or more ...
Method and system for implicit authentication
The Trustees Of Princeton University
August 10, 2017 - N°20170227995

A method and system capable of implicitly authenticating users based on information gathered from one or more sensors, which may be located in one or more devices, and an authentication model trained via a machine learning technique. Data is collected, manipulated, and assessed with the authentication model in order to determine if the user is authentic. A wide variety of ...
Machine Learning Patent Pack
Download 434+ patent application PDFs
Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Model training and deployment in complex event processing of computer network data
Splunk Inc.
August 03, 2017 - N°20170223036

A security platform employs a variety techniques and mechanisms to detect security related anomalies and threats in a computer network environment. The security platform is “big data” driven and employs machine learning to perform security analytics. The security platform performs user/entity behavioral analytics (ueba) to detect the security related anomalies and threats, regardless of whether ...
Spam processing with continuous model training
Linkedin Corporation
August 03, 2017 - N°20170222960

In various example embodiments, a system and method for generating a filtering spam content using machine learning are presented. One or more electronic content is received. The one or more electronic content is labeled as spam or not spam by a current spam filtering system. An associated accuracy score for each of the one or more labeled content is calculated. ...
Machine learning method and apparatus for inspecting reticles
Kla-tencor Corporation
August 03, 2017 - N°20170221190

Apparatus and methods for inspecting a specimen are disclosed. An inspection tool is used at one or more operating modes to obtain images of a plurality of training regions of a specimen, and the training regions are identified as defect-free. Three or more basis training images are derived from the images of the training regions. A classifier is formed based ...
Fraud inspection framework
Sap Se
August 03, 2017 - N°20170221075

Described herein is a framework to facilitate fraud inspection. In accordance with one aspect of the framework, one or more fraud rules are generated based on the historical data by performing machine learning. The one or more fraud rules are applied to select records from input records for physical inspection. The selected records may then be transmitted to one or ...
System and method for machine learning based user application
Sap Se
August 03, 2017 - N°20170221032

The invention synthesizes a social network, electronic commerce (including performance based advertisement and electronic payment), a mobile internet device and a machine learning algorithm(s), utilizing a classical computer or a quantum computer enhanced machine learning algorithm(s), utilizing a quantum computer. The synthesized social commerce further dynamically integrates stored information, real time information and real time information/data/image(...
Method and system for distributed deep machine learning
Yahoo! Inc.
August 03, 2017 - N°20170220949

The present teaching relates to distributed deep machine learning on a cluster. In one example, a request is received for estimating one or more parameters associated with a machine learning model on a cluster including a plurality of nodes. A set of data is obtained to be used for estimating the one or more parameters. The set of data is ...
Predicting application performance on hardware accelerators
International Business Machines Corporation
August 03, 2017 - N°20170220942

Predicting program performance on hardware devices, in one aspect, may comprise obtaining a set of existing applications and observed performance on a target hardware device. The set of existing applications are run on one or more general purpose computer processors and application features are extracted from the existing application. A machine learning technique is employed to train a predictive model ...
Machine Learning Patent Pack
Download 434+ patent application PDFs
Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Automatic problem assessment in machine learning system
Microsoft Technology Licensing, Llc
August 03, 2017 - N°20170220930

A machine learning problem assessment system that identifies potential machine learning problems in a machine learning system in which learning code evaluates data to correlate estimated learned data with data patterns. An accessing component accesses the learning code and/or the data that the learning code evaluates. A problem identifies component estimates, based on the accessed code and/or data, ...
Method and system for innovation management and optimization under uncertainty
Microsoft Technology Licensing, Llc
August 03, 2017 - N°20170220928

An integrated and comprehensive method and system is disclosed for management and optimization of innovation and associated processes under uncertainty. A first embodiment of the invention consists of a data mining and clustering module to compare a new innovation submission with existing internal and external entries and databases, identify similarities and group similar entries together. A second embodiment of the ...
Machine learning apparatus for learning condition for starting laser machining, laser apparatus, and machine learning ...
Fanuc Corporation
August 03, 2017 - N°20170220927

The machine learning apparatus includes: a state data observing unit which observes state data of the laser apparatus, including data output from a reflected light detecting unit for measuring a reflected light amount; an operation result acquiring unit which acquires a success/failure result indicating whether the machining has been started successfully by the laser beam output from a laser ...
Training data to increase pixel labeling accuracy
Adobe Systems Incorporated
August 03, 2017 - N°20170220903

Techniques are described to generate improved training data for pixel labeling. To generate training data, objects are displayed in a user interface by a computing device, e. G., iteratively. The objects are taken from a structured object representation associated with a respective one of a plurality of images. The structured object representation defines a hierarchical relationship of the objects within ...
Domain adaptation by multi-noising stacked marginalized denoising encoders
Xerox Corporation
August 03, 2017 - N°20170220897

A machine learning method operates on training instances from a plurality of domains including one or more source domains and a target domain. Each training instance is represented by values for a set of features. Domain adaptation is performed using stacked marginalized denoising autoencoding (msda) operating on the training instances to generate a stack of domain adaptation transform layers. Each ...
Methods and apparatus for using video analytics to detect regions for privacy protection within images ...
Kiwisecurity Software Gmbh
August 03, 2017 - N°20170220816

In some embodiments, an apparatus includes a memory and a processor. The processor is configured to receive a set of images associated with a video recorded by a moving or a non-moving camera. The processor is configured to detect a structure of a region of interest from a set of regions of interest in an image from the set of ...
Assigning social networking system users to households
Facebook, Inc.
August 03, 2017 - N°20170220693

Users of a social networking system are assigned to households using prediction models that rely, in part, on user profile information and social graph data. Information about users may be received by a social networking system through various channels (e. G., declared/profile information, user history, ip addresses, global positioning system (gps) data from check-in events and/or continuously provided ...
User-trained searching application system and method
Facebook, Inc.
August 03, 2017 - N°20170220692

System, apparatus, user equipment, and associated computer program and computing methods are provided for suggesting websites that are relevant based on the user's browsing history and past search results. In one aspect, a hosted computer application stores the user's browsing history and search results using a cloud-based storage facility, and computing methods, using machine learning techniques, are operative to predict ...
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