Patents by Inventor Lauren Savage
Lauren Savage has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
-
Patent number: 11970320Abstract: A resealable, access-resistant assembly, including a cap and a stem, is configured to fasten to a container by way of opposing tabs that, when pinched towards each other, deflect from a locked to unlocked position to then be separated (e.g., lifted off of or unscrewed) from the container. The cap is permanently affixed or removably coupled to a stem that extends down from the cap into the container. When the cap is separated from the container, the stem may be positioned to extend into the container to engage material within it or for other miscellaneous uses.Type: GrantFiled: December 10, 2021Date of Patent: April 30, 2024Assignee: Smoothee Inc.Inventors: Ryan Savage, Matthew Cote, Lauren Fraser
-
Patent number: 11842258Abstract: Aspects of the subject disclosure may include, for example, receiving a plurality of proposed machine learning solutions to a machine learning problem including receiving, for each respective proposed machine learning solution of the plurality of proposed machine learning solutions, one or more of a machine learning model, a dataset and a data pipeline output; automatically determining hybrid solutions to the machine learning problem, including combining, by the processing system, at least one of a first component from a first proposed machine learning solution with at least one of a second component from a second proposed machine learning solution; and ranking the hybrid solutions including determining a log loss score for each hybrid solution and sorting the hybrid solutions according to the log loss score for each hybrid solution. Other embodiments are disclosed.Type: GrantFiled: November 29, 2022Date of Patent: December 12, 2023Assignee: AT&T Intellectual Property I, L.P.Inventors: Mark Austin, Lauren Savage, Joshua Whitney, Abhay Dabholkar, Vijayan Nagarajan
-
Publication number: 20230136950Abstract: An example method performed by a processing system obtaining a first port-in number for a first mobile device from a first mobile communications service provider, wherein the first port-in number is known to be involved in fraudulent activity, constructing a social graph of communications between the first port-in number and a plurality of other numbers associated with a plurality of other communications devices, identifying, by the processing system, a maximal subgraph of the social graph, wherein the maximal subgraph connects the first port-in number and a subset of the plurality of other numbers that includes those of the plurality of other numbers for which a usage metric is below a predefined threshold for a defined period of time prior to the first port-in number being ported into the first mobile communications service provider, and identifying, by the processing system, a potential fraud ring, based on the maximal subgraph.Type: ApplicationFiled: October 17, 2022Publication date: May 4, 2023Inventors: Edmond J. Abrahamian, Lauren Savage, Surya Murali, Ana Armenta
-
Publication number: 20230104531Abstract: Aspects of the subject disclosure may include, for example, receiving a plurality of proposed machine learning solutions to a machine learning problem including receiving, for each respective proposed machine learning solution of the plurality of proposed machine learning solutions, one or more of a machine learning model, a dataset and a data pipeline output; automatically determining hybrid solutions to the machine learning problem, including combining, by the processing system, at least one of a first component from a first proposed machine learning solution with at least one of a second component from a second proposed machine learning solution; and ranking the hybrid solutions including determining a log loss score for each hybrid solution and sorting the hybrid solutions according to the log loss score for each hybrid solution. Other embodiments are disclosed.Type: ApplicationFiled: November 29, 2022Publication date: April 6, 2023Applicant: AT&T Intellectual Property I, L.P.Inventors: Mark Austin, Lauren Savage, Joshua Whitney, Abhay Dabholkar, VIJAYAN NAGARAJAN
-
Patent number: 11556737Abstract: Aspects of the subject disclosure may include, for example, receiving a plurality of proposed machine learning solutions to a machine learning problem including receiving, for each respective proposed machine learning solution of the plurality of proposed machine learning solutions, one or more of a machine learning model, a dataset and a data pipeline output; automatically determining hybrid solutions to the machine learning problem, including combining, by the processing system, at least one of a first component from a first proposed machine learning solution with at least one of a second component from a second proposed machine learning solution; and ranking the hybrid solutions including determining a log loss score for each hybrid solution and sorting the hybrid solutions according to the log loss score for each hybrid solution. Other embodiments are disclosed.Type: GrantFiled: December 4, 2019Date of Patent: January 17, 2023Assignee: AT&T Intellectual Property I, L.P.Inventors: Mark Austin, Abhay Dabholkar, Vijayan Nagarajan, Lauren Savage, Joshua Whitney
-
Publication number: 20220397514Abstract: A method and apparatus for detecting a photoacoustic light signal to prevent unauthorized voice commands for a microphone-controllable device are provided. The method includes receiving, by a processor, a signal, detecting, by the processor, that the signal is a photoacoustic signal generated by a thermal expansion and contraction of an object caused by at least one lightwave applied to the object, and activating, by the processor, a counter-measure to prevent the photoacoustic signal from reaching a microphone of a microphone-controllable device in response to detecting the photoacoustic signal.Type: ApplicationFiled: August 22, 2022Publication date: December 15, 2022Inventors: Gary Brian Temerowski, II, Lauren Savage, Jami Carter Brooks Daly, Joshua West, Martin Patrick McEnroe
-
Patent number: 11477651Abstract: An example method performed by a processing system obtaining a first port-in number for a first mobile device from a first mobile communications service provider, wherein the first port-in number is known to be involved in fraudulent activity, constructing a social graph of communications between the first port-in number and a plurality of other numbers associated with a plurality of other communications devices, identifying, by the processing system, a maximal subgraph of the social graph, wherein the maximal subgraph connects the first port-in number and a subset of the plurality of other numbers that includes those of the plurality of other numbers for which a usage metric is below a predefined threshold for a defined period of time prior to the first port-in number being ported into the first mobile communications service provider, and identifying, by the processing system, a potential fraud ring, based on the maximal subgraph.Type: GrantFiled: May 8, 2020Date of Patent: October 18, 2022Assignee: AT&T Intellectual Property I, L.P.Inventors: Edmond J. Abrahamian, Lauren Savage, Surya Murali, Ana Armenta
-
Publication number: 20220327326Abstract: An example method includes receiving data to be provided to an application using a scoring model for calculating a score, determining that the data is incompatible with a current feature set of the scoring model applied by the application, receiving a next best model of features in response to the determining that the data is incompatible with the current feature set, executing the application to calculate the score with the data and the features of the next best model, and generating an output in accordance with the score.Type: ApplicationFiled: April 9, 2021Publication date: October 13, 2022Inventors: Lauren Savage, Mark Austin, Prince Paulraj, Ana Armenta, James Pratt
-
Publication number: 20220329328Abstract: A processing system may determine a plurality of input features of a first machine learning model that is deployed in a telecommunication network for a prediction task associated with an operation of the telecommunication network and apply a time series forecast model to a historical data set of a first data source associated with at least one of the plurality of input features to generate a forecast upper bound of a first characteristic of the first data source for a first time period and a forecast lower bound of the first characteristic of the first data source for the first time period. The processing system may then detect that the first characteristic exceeds one of the forecast upper bound or the forecast lower bound during the first time period and generate an alert that an output of the first machine learning model may be faulty, in response to the detecting.Type: ApplicationFiled: April 8, 2021Publication date: October 13, 2022Inventors: Prince Paulraj, Ana Armenta, Lauren Savage
-
Patent number: 11422085Abstract: A method and apparatus for detecting a photoacoustic light signal to prevent unauthorized voice commands for a microphone-controllable device are provided. The method includes receiving, by a processor, a signal, detecting, by the processor, that the signal is a photoacoustic signal generated by a thermal expansion and contraction of an object caused by at least one lightwave applied to the object, and activating, by the processor, a counter-measure to prevent the photoacoustic signal from reaching a microphone of a microphone-controllable device in response to detecting the photoacoustic signal.Type: GrantFiled: May 18, 2020Date of Patent: August 23, 2022Assignee: AT&T Intellectual Property I, L.P.Inventors: Gary Brian Temerowski, II, Lauren Savage, Jami Carter Brooks Daly, Joshua West, Martin Patrick McEnroe
-
Publication number: 20220182721Abstract: An example method performed by a processing system includes receiving a request from a user, wherein the request identifies a plurality of items of source content, and wherein the request indicates that the user would like to generate synthesized content from the plurality of items of source content, retrieving, by the processing system, a plurality of sets of permissions, wherein each set of permissions of the plurality of sets of permissions is associated with one item of source content of the plurality of items of source content, determining, by the processing system, whether the request can be satisfied, based on the plurality of sets of permissions, and automatically generating, by the processing system, the synthesized content using the plurality of items of source content, when the request can be satisfied based on the plurality of sets of permissions.Type: ApplicationFiled: February 21, 2022Publication date: June 9, 2022Inventors: Lauren Savage, Joshua West, Gary Brian Temerowski, II
-
Patent number: 11259085Abstract: An example method performed by a processing system includes receiving a request from a user, wherein the request identifies a plurality of items of source content, and wherein the request indicates that the user would like to generate synthesized content from the plurality of items of source content, retrieving, by the processing system, a plurality of sets of permissions, wherein each set of permissions of the plurality of sets of permissions is associated with one item of source content of the plurality of items of source content, determining, by the processing system, whether the request can be satisfied, based on the plurality of sets of permissions, and automatically generating, by the processing system, the synthesized content using the plurality of items of source content, when the request can be satisfied based on the plurality of sets of permissions.Type: GrantFiled: May 8, 2020Date of Patent: February 22, 2022Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.Inventors: Lauren Savage, Joshua West, Gary Brian Temerowski, II
-
Publication number: 20210356387Abstract: A method and apparatus for detecting a photoacoustic light signal to prevent unauthorized voice commands for a microphone-controllable device are provided. The method includes receiving, by a processor, a signal, detecting, by the processor, that the signal is a photoacoustic signal generated by a thermal expansion and contraction of an object caused by at least one lightwave applied to the object, and activating, by the processor, a counter-measure to prevent the photoacoustic signal from reaching a microphone of a microphone-controllable device in response to detecting the photoacoustic signal.Type: ApplicationFiled: May 18, 2020Publication date: November 18, 2021Inventors: Gary Brian Temerowski, II, Lauren Savage, Jami Carter Brooks Daly, Joshua West, Martin Patrick McEnroe
-
Publication number: 20210352369Abstract: An example method performed by a processing system includes receiving a request from a user, wherein the request identifies a plurality of items of source content, and wherein the request indicates that the user would like to generate synthesized content from the plurality of items of source content, retrieving, by the processing system, a plurality of sets of permissions, wherein each set of permissions of the plurality of sets of permissions is associated with one item of source content of the plurality of items of source content, determining, by the processing system, whether the request can be satisfied, based on the plurality of sets of permissions, and automatically generating, by the processing system, the synthesized content using the plurality of items of source content, when the request can be satisfied based on the plurality of sets of permissions.Type: ApplicationFiled: May 8, 2020Publication date: November 11, 2021Inventors: Lauren Savage, Joshua West, Gary Brian Temerowski, II
-
Publication number: 20210352482Abstract: An example method performed by a processing system obtaining a first port-in number for a first mobile device from a first mobile communications service provider, wherein the first port-in number is known to be involved in fraudulent activity, constructing a social graph of communications between the first port-in number and a plurality of other numbers associated with a plurality of other communications devices, identifying, by the processing system, a maximal subgraph of the social graph, wherein the maximal subgraph connects the first port-in number and a subset of the plurality of other numbers that includes those of the plurality of other numbers for which a usage metric is below a predefined threshold for a defined period of time prior to the first port-in number being ported into the first mobile communications service provider, and identifying, by the processing system, a potential fraud ring, based on the maximal subgraph.Type: ApplicationFiled: May 8, 2020Publication date: November 11, 2021Inventors: Edmond J. Abrahamian, Lauren Savage, Surya Murali, Ana Armenta
-
Publication number: 20210174130Abstract: Aspects of the subject disclosure may include, for example, receiving a plurality of proposed machine learning solutions to a machine learning problem including receiving, for each respective proposed machine learning solution of the plurality of proposed machine learning solutions, one or more of a machine learning model, a dataset and a data pipeline output; automatically determining hybrid solutions to the machine learning problem, including combining, by the processing system, at least one of a first component from a first proposed machine learning solution with at least one of a second component from a second proposed machine learning solution; and ranking the hybrid solutions including determining a log loss score for each hybrid solution and sorting the hybrid solutions according to the log loss score for each hybrid solution. Other embodiments are disclosed.Type: ApplicationFiled: December 4, 2019Publication date: June 10, 2021Applicant: AT&T Intellectual Property I, L.P.Inventors: Mark Austin, ABHAY DABHOLKAR, VIJAYAN NAGARAJAN, Lauren Savage, Joshua Whitney
-
Publication number: 20170169462Abstract: A method includes receiving, at the CPE device environment data, the environment data associated with an area serviced by the CPE device. The method includes selecting a particular advertisement from a plurality of cached advertisements based on the environment data, based on information associated with the particular advertisement, and based on historical data associated with advertisements sent to a media device. The method also includes sending the particular advertisement for display.Type: ApplicationFiled: December 11, 2015Publication date: June 15, 2017Inventors: Sheldon Kent Meredith, Lauren Savage, Arunkumar Gururajan