Patents by Inventor Sudhir Agarwal
Sudhir Agarwal 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: 11917017Abstract: Systems and methods are provided for prioritized restoration of multiple network connections that have been interrupted. Connection state data (e.g., quantity of pending IO requests) may be used to prioritize reestablishment of some connections over others. In addition, the connections may be reestablished using “in-band” handshakes over the previously-established network connections.Type: GrantFiled: September 29, 2022Date of Patent: February 27, 2024Assignee: Amazon Technologies, Inc.Inventors: Valentin-Gabriel Priescu, Abhimanyu Agarwal, Sudhir Venkata Dachepalli, Zhiping Zhang
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Patent number: 11783609Abstract: Systems and methods for training machine learning models based on domain constraints are disclosed. An example method includes receiving a plurality of images, each image associated with a cluster of a plurality of clusters, the plurality of clusters representing an output of a second machine learning model, assigning a label to each cluster of the plurality of clusters based at least in part on a plurality of constraints, identifying, based at least in part on the plurality of constraints, a first label mismatch for a first image, the first label mismatch indicating that the first image belongs to a first cluster but should be assigned to a second cluster different from the first cluster, reassigning the first image to the second cluster, and training the first machine learning model, based on the labeled clusters of the plurality of clusters, to predict labels associated with subsequently received image data.Type: GrantFiled: November 30, 2022Date of Patent: October 10, 2023Assignee: Intuit Inc.Inventors: Sudhir Agarwal, Anu Sreepathy, Lalla Mouatadid
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Publication number: 20230297912Abstract: A method implements hybrid artificial intelligence generated actionable recommendations. The method includes processing an event to identify an action of an event action set. The event includes an event value. The method further includes processing the event action set to generate an objective value, corresponding to the action, and a probability, corresponding to the action, and to form a model action set from the event action set. The method further includes filtering the model action set using action rule data and rule user data to generate a filtered action set. The method further includes processing, using the objective value and the probability, the filtered action set with an optimization controller to generate suggested action sets from which a selected action set is selected. The selected action set corresponds to a combined action value that satisfies the event value.Type: ApplicationFiled: March 18, 2022Publication date: September 21, 2023Applicant: Intuit Inc.Inventors: Sudhir Agarwal, Lalla Mouatadid, Anu Sreepathy, Kevin Michael Furbish
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Publication number: 20230065070Abstract: Systems and methods for lean parsing are disclosed. An example method is performed by one or more processors of a system and includes retrieving form data including first sentence segments and second sentence segments, determining a first predicate structure for each of the sentence segments based on a set of operators within the first set of sentence segments, identifying known tokens within the second set of sentence segments, each of the known tokens appearing on a list of predetermined tokens, identifying new tokens within the second set of sentence segments, each of the new tokens not on the list, mapping each known and new token to at least one operator, determining a second predicate structure for each sentence segment based on the mapping, and generating a predicate argument structure incorporating the first and second predicate structures, the predicate argument structure ready for mapping to at least one machine executable function.Type: ApplicationFiled: October 28, 2022Publication date: March 2, 2023Applicant: Intuit Inc.Inventors: Saikat Mukherjee, Esmé Manandise, Sudhir Agarwal, Karpaga Ganesh Patchirajan
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Patent number: 11520975Abstract: A method and system parses natural language in a unique way, determining important words pertaining to a text corpus of a particular genre, such as tax preparation. Sentences extracted from instructions or forms pertaining to tax preparation, for example are parsed to determine word groups forming various parts of speech, and then are processed to exclude words on an exclusion list and word groups that don't meet predetermined criteria. From the resulting data, synonyms are replaced with a common functional operator and the resulting sentence text is analyzed against predetermined patterns to determine one or more functions to be used in a document preparation system.Type: GrantFiled: January 23, 2020Date of Patent: December 6, 2022Assignee: Intuit Inc.Inventors: Saikat Mukherjee, Esmé Manandise, Sudhir Agarwal, Karpaga Ganesh Patchirajan
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Patent number: 11308431Abstract: Certain aspects of the present disclosure provide techniques for hierarchical optimization including: receiving a request to optimize a primary objective; determining a set of stages to optimize the primary objective; for each respective stage of the set of stages: determining an objective function; when the respective stage is the first stage to be processed: determining values of a set of variable inputs to the respective stage and an output of the objective function; when the respective stage is not the first stage: updating a set of fixed inputs to the respective stage by including the variable inputs to one or more previously processed stages and their corresponding values to the set of fixed inputs to the respective stage; determining values of the set of variable inputs to the respective stage and output of the objective function for the respective stage; providing a final output for display on a display device.Type: GrantFiled: July 7, 2020Date of Patent: April 19, 2022Assignee: INTUIT INC.Inventors: Sudhir Agarwal, Roland Allen Sanford, II
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Publication number: 20220012663Abstract: Certain aspects of the present disclosure provide techniques for hierarchical optimization including: receiving a request to optimize a primary objective; determining a set of stages to optimize the primary objective; for each respective stage of the set of stages: determining an objective function; when the respective stage is the first stage to be processed: determining values of a set of variable inputs to the respective stage and an output of the objective function; when the respective stage is not the first stage: updating a set of fixed inputs to the respective stage by including the variable inputs to one or more previously processed stages and their corresponding values to the set of fixed inputs to the respective stage; determining values of the set of variable inputs to the respective stage and output of the objective function for the respective stage; providing a final output for display on a display device.Type: ApplicationFiled: July 7, 2020Publication date: January 13, 2022Inventors: Sudhir AGARWAL, Roland Allen SANFORD, II
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Publication number: 20200159990Abstract: A method and system parses natural language in a unique way, determining important words pertaining to a text corpus of a particular genre, such as tax preparation. Sentences extracted from instructions or forms pertaining to tax preparation, for example are parsed to determine word groups forming various parts of speech, and then are processed to exclude words on an exclusion list and word groups that don't meet predetermined criteria. From the resulting data, synonyms are replaced with a common functional operator and the resulting sentence text is analyzed against predetermined patterns to determine one or more functions to be used in a document preparation system.Type: ApplicationFiled: January 23, 2020Publication date: May 21, 2020Applicant: Intuit Inc.Inventors: Saikat Mukherjee, Esmé Manandise, Sudhir Agarwal, Karpaga Ganesh Patchirajan
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Patent number: 10579721Abstract: A method and system parses natural language in a unique way, determining important words pertaining to a text corpus of a particular genre, such as tax preparation. Sentences extracted from instructions or forms pertaining to tax preparation, for example are parsed to determine word groups forming various parts of speech, and then are processed to exclude words on an exclusion list and word groups that don't meet predetermined criteria. From the resulting data, synonyms are replaced with a common functional operator and the resulting sentence text is analyzed against predetermined patterns to determine one or more functions to be used in a document preparation system.Type: GrantFiled: September 22, 2017Date of Patent: March 3, 2020Assignee: Intuit Inc.Inventors: Saikat Mukherjee, Esmé Manandise, Sudhir Agarwal, Karpaga Ganesh Patchirajan
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Publication number: 20180032497Abstract: A method and system parses natural language in a unique way, determining important words pertaining to a text corpus of a particular genre, such as tax preparation. Sentences extracted from instructions or forms pertaining to tax preparation, for example are parsed to determine word groups forming various parts of speech, and then are processed to exclude words on an exclusion list and word groups that don't meet predetermined criteria. From the resulting data, synonyms are replaced with a common functional operator and the resulting sentence text is analyzed against predetermined patterns to determine one or more functions to be used in a document preparation system.Type: ApplicationFiled: September 22, 2017Publication date: February 1, 2018Applicant: Intuit Inc.Inventors: Saikat Mukherjee, Esmé Manandise, Sudhir Agarwal, Karpaga Ganesh Patchirajan