Patents by Inventor Ayan Acharya
Ayan Acharya 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).
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Patent number: 11847536Abstract: A method, system and computer readable medium for performing a cognitive browse operation comprising: receiving training data, the training data comprising information based upon user interaction with cognitive attributes; performing a machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the machine learning operation; and, performing a cognitive browse operation on a corpus of content based upon the cognitive profile, the cognitive browse operation returning cognitive browse results specific to the cognitive profile of the user.Type: GrantFiled: September 25, 2017Date of Patent: December 19, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Patent number: 11783229Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving content element data, the content element data representing a content element, the content element comprising an element of a corpus of content; performing a cognitive learning operation on the content element data, the cognitive learning operation identifying descriptive information associated with the content element; associating a cognitive attribute with the content element using the descriptive information associated with the content element.Type: GrantFiled: January 3, 2022Date of Patent: October 10, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Patent number: 11755953Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving data, the data comprising a plurality of examples, each of the plurality of examples comprising an input object and a desired output value, at least some of the plurality of examples being based upon feedback from a user; performing a machine learning operation on the data, the machine learning operation comprising performing an augmented gamma belief network operation, the augmented gamma belief network operation producing an inferred function based upon the data; and, generating a cognitive insight based upon the cognitive profile generated using the inferred function generated by the augmented gamma belief network operation.Type: GrantFiled: December 31, 2020Date of Patent: September 12, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Ayan Acharya, Matthew Sanchez
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Patent number: 11748641Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving information regarding a temporal sequence of events; performing a temporal topic machine learning operation on the temporal sequence of events; generating a cognitive profile based upon the information generated by performing the temporal topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the temporal topic machine learning operation.Type: GrantFiled: May 25, 2021Date of Patent: September 5, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Ayan Acharya, Matthew Sanchez, Omar Eid
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Patent number: 11704595Abstract: A method, system and computer readable medium for performing a cognitive search operation comprising: receiving training data, the training data comprising information based upon user interaction with cognitive attributes; performing a machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the machine learning operation; and, performing a cognitive search operation on a corpus of content based upon the cognitive profile, the cognitive search operation returning cognitive results specific to the cognitive profile of the user.Type: GrantFiled: January 3, 2022Date of Patent: July 18, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Patent number: 11631016Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a hierarchical topic machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the hierarchical topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the hierarchical topic machine learning operation.Type: GrantFiled: May 3, 2021Date of Patent: April 18, 2023Assignee: Tecnotree Technologies, Inc.Inventors: Ayan Acharya, Matthew Sanchez
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Publication number: 20220383358Abstract: Described herein is a technique for generating personalized scores for a cohort of users of an online service, where the scores are for use in ranking connection recommendations, in the context of generating connection recommendations for a user of the online service. The technique involves using a linear programming (LP) problem solver to solve a multi-objective optimization problem formulated to incorporate competing objectives and specific constraints. The technique allows for personalizing recommendations scores, specifically, to ensure that infrequent users are receiving invitations to connect with other users, thereby increasing overall interaction and engagement.Type: ApplicationFiled: June 1, 2021Publication date: December 1, 2022Inventors: Ayan Acharya, Parag Agrawal, Kinjal Basu, Aastha Jain
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Publication number: 20220121969Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving content element data, the content element data representing a content element, the content element comprising an element of a corpus of content; performing a cognitive learning operation on the content element data, the cognitive learning operation identifying descriptive information associated with the content element; associating a cognitive attribute with the content element using the descriptive information associated with the content element.Type: ApplicationFiled: January 3, 2022Publication date: April 21, 2022Applicant: Cognitive Scale, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Publication number: 20220121970Abstract: A method, system and computer readable medium for performing a cognitive search operation comprising: receiving training data, the training data comprising information based upon user interaction with cognitive attributes; performing a machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the machine learning operation; and, performing a cognitive search operation on a corpus of content based upon the cognitive profile, the cognitive search operation returning cognitive results specific to the cognitive profile of the user.Type: ApplicationFiled: January 3, 2022Publication date: April 21, 2022Applicant: Cognitive Scale, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Patent number: 11216738Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving content element data, the content element data representing a content element, the content element comprising an element of a corpus of content; performing a cognitive learning operation on the content element data, the cognitive learning operation identifying descriptive information associated with the content element; associating a cognitive attribute with the content element using the descriptive information associated with the content element.Type: GrantFiled: April 22, 2020Date of Patent: January 4, 2022Assignee: Cognitive Scale, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Patent number: 11216736Abstract: A method, system and computer readable medium for performing a cognitive search operation comprising: receiving training data, the training data comprising information based upon user interaction with cognitive attributes; performing a machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the machine learning operation; and, performing a cognitive search operation on a corpus of content based upon the cognitive profile, the cognitive search operation returning cognitive results specific to the cognitive profile of the user.Type: GrantFiled: September 25, 2017Date of Patent: January 4, 2022Assignee: Cognitive Scale, Inc.Inventors: Neeraj Chawla, Matthew Sanchez, Andrea M. Ricaurte, Dilum Ranatunga, Ayan Acharya, Hannah R. Lindsley
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Publication number: 20210406766Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving data, the data comprising a plurality of examples, each of the plurality of examples comprising an input object and a desired output value, at least some of the plurality of examples being based upon feedback from a user; performing a machine learning operation on the data, the machine learning operation comprising performing an augmented gamma belief network operation, the augmented gamma belief network operation producing an inferred function based upon the data; and, generating a cognitive insight based upon the cognitive profile generated using the inferred function generated by the augmented gamma belief network operation.Type: ApplicationFiled: December 31, 2020Publication date: December 30, 2021Inventors: Ayan Acharya, Matthew Sanchez
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Publication number: 20210295170Abstract: Methods, systems, and computer programs are presented for removing bias among users of an online service based on the amount of user's participation in the online service. One method includes operation for pre-training an invite model that provides a first score associated with a user of an online service and for pre-training an adversarial model that provides a second score, the adversarial model having the first score as an input. Further, the method includes training together the invite model and the adversarial model using an adversarial cost function based on the pre-training of the invite model and the adversarial model. The training together is repeated until discrimination of the invite model is below a predetermined threshold. Further, the invite model is utilized to generate the first scores, where the invite model generates the first scores without bias.Type: ApplicationFiled: March 17, 2020Publication date: September 23, 2021Inventors: Parag Agrawal, Aastha Jain, Ankan Saha, Ayan Acharya
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Publication number: 20210279616Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving information regarding a temporal sequence of events; performing a temporal topic machine learning operation on the temporal sequence of events; generating a cognitive profile based upon the information generated by performing the temporal topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the temporal topic machine learning operation.Type: ApplicationFiled: May 25, 2021Publication date: September 9, 2021Inventors: Ayan Acharya, Matthew Sanchez, Omar Eid
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Publication number: 20210264302Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a plurality of machine learning operations on the training data; generating a cognitive profile based upon the information generated by performing the plurality of machine learning operations; and, generating a cognitive insight based upon the profile generated using the plurality of machine learning operations.Type: ApplicationFiled: May 3, 2021Publication date: August 26, 2021Inventors: Ayan Acharya, Matthew Sanchez
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Publication number: 20210264303Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a hierarchical topic machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the hierarchical topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the hierarchical topic machine learning operation.Type: ApplicationFiled: May 3, 2021Publication date: August 26, 2021Inventors: Ayan Acharya, Matthew Sanchez
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Patent number: 11023815Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving information regarding a temporal sequence of events; performing a temporal topic machine learning operation on the temporal sequence of events; generating a cognitive profile based upon the information generated by performing the temporal topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the temporal topic machine learning operation.Type: GrantFiled: February 14, 2017Date of Patent: June 1, 2021Assignee: Cognitive Scale, Inc.Inventors: Ayan Acharya, Matthew Sanchez, Omar Eid
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Patent number: 10997508Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a plurality of machine learning operations on the training data; generating a cognitive profile based upon the information generated by performing the plurality of machine learning operations; and, generating a cognitive insight based upon the profile generated using the plurality of machine learning operations.Type: GrantFiled: February 14, 2017Date of Patent: May 4, 2021Assignee: Cognitive Scale, Inc.Inventors: Ayan Acharya, Matthew Sanchez
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Patent number: 10997509Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving training data, the training data being based upon interactions between a user and a cognitive learning and inference system; performing a hierarchical topic machine learning operation on the training data; generating a cognitive profile based upon the information generated by performing the hierarchical topic machine learning operation; and, generating a cognitive insight based upon the cognitive profile generated using the hierarchical topic machine learning operation.Type: GrantFiled: February 14, 2017Date of Patent: May 4, 2021Assignee: Cognitive Scale, Inc.Inventors: Ayan Acharya, Matthew Sanchez
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Patent number: 10885465Abstract: A method, system and computer readable medium for generating a cognitive insight comprising: receiving data, the data comprising a plurality of examples, each of the plurality of examples comprising an input object and a desired output value, at least some of the plurality of examples being based upon feedback from a user; performing a machine learning operation on the data, the machine learning operation comprising performing an augmented gamma belief network operation, the augmented gamma belief network operation producing an inferred function based upon the data; and, generating a cognitive insight based upon the cognitive profile generated using the inferred function generated by the augmented gamma belief network operation.Type: GrantFiled: February 14, 2017Date of Patent: January 5, 2021Assignee: Cognitive Scale, Inc.Inventors: Ayan Acharya, Matthew Sanchez