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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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Method and apparatus for improving efficiency of content delivery based on consumption data
October 18, 2018 - N°20180302630

A method, apparatus and computer program product are provided for improving the efficiency of content delivery based on consumption data. Consumption data may be collected from various users and/or devices describing frequently viewed areas in the content.
Efficient peer-to-peer architecture for distributed machine learning
October 18, 2018 - N°20180302498

A computer in a distributed peer-to-peer system is disclosed. The distributed system includes a plurality of computers configured to run a distributed machine learning (ml) program represented as an expression of a target loss function with a model parameter matrix.
Network security anomaly and threat detection using rarity scoring
October 18, 2018 - N°20180302423

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.
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Machine Learning Patent Applications
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  • 434+ full patent PDF documents of Machine Learning-related inventions.
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Dynamic real-time generation of three-dimensional avatar models of users based on live visual input of ...
October 18, 2018 - N°20180300927

In some embodiments, the present invention provides for a computer system that may include a camera component configured to acquire a visual content, where the visual content includes a plurality of frames having a visual representation of a person's face; and a processor configured to: train a face detection regressor with a synthetic face model database to obtain a face ...
Techniques for predicting perceptual video quality
October 18, 2018 - N°20180300869

In one embodiment of the present invention, a quality trainer and quality calculator collaborate to establish a consistent perceptual quality metric via machine learning. In a training phase, the quality trainer leverages machine intelligence techniques to create a perceptual quality model that combines objective metrics to optimally track a subjective metric assigned during viewings of training videos.
Recruiting service modular table interface
October 18, 2018 - N°20180300686

A recruiting service is presented that profiles data scientists per specific skills and application based on years of experience. A modular table interface is designed to allow for job-relevant skills to be mixed and matched per industry.
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.
Distributed machine learning system
October 18, 2018 - N°20180300653

A distributed machine learning system and method are disclosed. According to some implementations of this disclosure, the method includes identifying one or more available computing resources and receiving a task object that indicates a training job to perform.
Circuit configuration optimization apparatus and machine learning device
October 18, 2018 - N°20180300652

Provided are a circuit configuration optimization apparatus and a machine learning device capable of reducing the occurrence frequency of a malfunction based on one of the current position and the current time of a fpga device. The circuit configuration optimization apparatus includes: a state data acquisition section that acquires at least one of a current position and current time of ...
Neural network model for generation of compressed haptic actuator signal from audio input
October 18, 2018 - N°20180300651

A method comprises inputting an audio signal into a machine learning circuit to compress the audio signal into a sequence of actuator signals. The machine learning circuit being trained by: receiving a training set of acoustic signals and pre-processing the training set of acoustic signals into pre-processed audio data.
Intelligent service negotiation using cognitive techniques
October 18, 2018 - N°20180300647

Embodiments for intelligent service negotiation by a processor in a cloud computing environment. One or more data points may be analyzed based on one or more service provider cost components received from one or more service providers for a service.
Novel autonomous artificially intelligent system to predict pipe leaks
October 18, 2018 - N°20180300639

Embodiments of the disclosure are directed towards pipe leak prediction systems configured to predict whether a pipe (e.g., a utility pipe carrying some substance such as waster) is likely to leak. The pipe leak prediction system may include one or more predictive models based on one or more machine learning techniques, and a predictive model can be trained using ...
Cognitive knowledge based registration system for geomechanical data
October 18, 2018 - N°20180300636

An embodiment includes a method for use in importing geomechanical data from one or more references into a knowledge base. The method includes selecting at least one chart within at least a given one of the one or more references; extracting at least a subset of the geomechanical data in the selected chart; preparing one or more learnable models at ...
Cognitive knowledge based registration system for geomechanical data
October 18, 2018 - N°20180300635

An embodiment includes a method for use in importing geomechanical data from one or more references into a knowledge base. The method includes selecting at least one chart within at least a given one of the one or more references; extracting at least a subset of the geomechanical data in the selected chart; preparing one or more learnable models at ...
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.
Foliage detection training systems and methods
October 18, 2018 - N°20180300620

Example foliage detection training systems and methods are described. In one implementation, a method receives data associated with a plurality of vehicle-mounted sensors and defines multiple regions of interest (rois) based on the received data.
Enhancing processing performance of artificial intelligence/machine hardware by data sharing and distribution as well ...
October 18, 2018 - N°20180300617

An exemplary artificial intelligence/machine learning hardware computing environment having an exemplary dnn module cooperating with one or more memory components can perform data sharing and distribution as well reuse of a buffer data to reduce the number of memory component read/writes thereby enhancing overall hardware performance and reducing power consumption. Illustratively, data from a cooperating memory component is ...
System and methods for creation of learning agents in simulated environments
October 18, 2018 - N°20180300598

A system and methods for generating learning agents in simulated environments, comprising an agent creation engine, simulated environment server, network, an agent server, and machine learning techniques applied in stochastic environments, with the goal of producing modular and rapidly-deployable machine-learning capable agent specifications for use in simulated environments, for a variety of simulation purposes including economic simulations and biological agent ...
Font replacement based on visual similarity
October 18, 2018 - N°20180300592

Font replacement based on visual similarity is described. In one or more embodiments, a font descriptor includes multiple font features derived from a visual appearance of a font by a font visual similarity model.
System and method using machine learning for iris tracking, measurement, and simulation
October 18, 2018 - N°20180300589

This document relates to hybrid eye center localization using machine learning, namely cascaded regression and hand-crafted model fitting to improve a computer. There are proposed systems and methods of eye center (iris) detection using a cascade regressor (cascade of regression forests) as well as systems and methods for training a cascaded regressor.
Semi-automatic labelling of datasets
October 18, 2018 - N°20180300576

An unlabelled or partially labelled target dataset is modelled with a machine learning model for classification (or regression). The target dataset is processed by the machine learning model; a subgroup of the target dataset is prepared for presentation to a user for labelling or label verification; label verification or user re-labelling or user labelling of the subgroup is received; and ...
Person tracking and privacy and acceleration of data using autonomous machines
October 18, 2018 - N°20180300556

A mechanism is described for facilitating person tracking and data security in machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting, by a camera associated with one or more trackers, a person within a physical vicinity, where detecting includes capturing one or more images the person.
Person identification systems and methods
October 18, 2018 - N°20180300540

Techniques disclosed herein relate to identifying individuals in digital images. In some embodiments, a digital image(s) that captures a scene containing one or more people may be acquired.
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