328 patents
Page 5 of 17
Utility
Dynamic Esg Visualization
2 Mar 23
A method is provided for dynamically visualizing an impact field based on weighted ESG.
Lindsay Puls, Michael Chen, Ori Wiegner, Calla Lu
Filed: 19 Aug 22
Utility
Blockchain Marketplace for Debt Capital
2 Mar 23
A marketplace for trading bonds on the block chain includes a bond token smart contract that tokenizes the bond for buying/selling using a stablecoin.
Tiffany LI, Samuel WELLER, Arsh KOCHAR, Alifiyah HUSSAIN, Endri MANI, Alexander DOMENICK
Filed: 15 Aug 22
Utility
Detection of Phishing Websites Using Machine Learning
2 Mar 23
Salient features are extracted from a training data set.
Syed (Areeb) Akhter, Shivam Pandey, Saira Rizvi, Katarina Chiam, Christian Fowler, Cathal Smyth, Sahar Rahmani, Fariz Huseynli, Arsenii Pustovit, Milos Stojadinovic
Filed: 12 Aug 22
Utility
System and method for tree-based machine learning
28 Feb 23
Systems and methods of updating a multi-level data structure for controlling an agent.
Chenjun Xiao, Ruitong Huang
Filed: 23 Jan 20
Utility
System and method for link prediction with semantic analysis
21 Feb 23
A system, non-transitory computer-readable medium, and method are provided.
Kostya Belezko, Brechann McGoey
Filed: 7 Oct 20
Utility
Systems and Methods for Reinforcement Learning with Supplemented State Data
9 Feb 23
Systems are methods are provided for training an automated agent.
Hasham BURHANI, Xiao Qi SHI
Filed: 9 Aug 21
Utility
Verification of Data Processes In a Network of Computing Resources
9 Feb 23
A method for managing data processes in a network of computing resources includes: receiving at least one child request being routed from an intermediary device to at least one corresponding destination device, the at least one child request requesting execution of at least one corresponding child data process, each of the at least one child data process for executing at least a portion of the at least one parent data process from an instructor device, and each of the at least one child request including a destination key derived at least in part from the at least one instructor key; storing the at least one child request in at least one storage device; modifying the at least one child request upon receiving a child request modification signal; and generating signals for communicating the child requests to one or more requesting devices.
Walter Michael PITIO, Philip IANNACCONE, James BROWN, Stephen Arthur BAIN
Filed: 17 Oct 22
Utility
System and method for processing natural language statements
7 Feb 23
Systems and methods for processing natural language statements.
Garrin McGoldrick
Filed: 13 Jun 19
Utility
System and method for deep reinforcement learning
7 Feb 23
A computer system and method for extending parallelized asynchronous reinforcement learning for training a neural network is described in various embodiments, through coordinated operation of plurality of hardware processors or threads such that each functions as a worker agent that is configured to simultaneously interact with a target computing environment for local gradient computation based on a loss determination and to update global network parameters based at least on local gradient computation to train the neural network through modifications of weighted interconnections between interconnected computing units as gradient computation is conducted across a plurality of iterations of a target computing environment, the loss determination including at least a policy loss term (actor), a value loss term (critic), and an auxiliary control loss.
Bilal Kartal, Pablo Francisco Hernandez Leal, Matthew Edmund Taylor
Filed: 5 Nov 19
Utility
System and method for max-margin adversarial training
31 Jan 23
A system for generating an adversarial example in respect of a neural network, the adversarial example generated to improve a margin defined as a distance from a data example to a neural network decision boundary.
Weiguang Ding, Yash Sharma, Yik Chau Lui, Ruitong Huang
Filed: 25 Oct 19
Utility
Correcting bias in supervised machine learning data
31 Jan 23
An electronic device and method of correcting bias for supervised machine learning data is provided.
Jaspreet Sahota, Janahan Ramanan, Yuanqiao Wu, Yik Chau Lui
Filed: 13 Jun 19
Utility
Systems and methods for learning user representations for open vocabulary data sets
31 Jan 23
Systems and methods adapted for training a machine learning model to predict data labels are described.
Thibaut Durand, Gregory Mori
Filed: 21 Mar 20
Utility
System and Method for Composite Cryptographic Transactions
26 Jan 23
A composite cryptographic data structure is described, and corresponding methods, systems, and computer readable media.
Karim Talal HAMASNI, Stefan MUELLER, Atilla Murat FIRAT, Matthew Thomas PESKETT
Filed: 7 Oct 22
Utility
System and Method for Duplicating an Application State
26 Jan 23
A computer system and computer-implemented method for duplicating an application state are provided, the method including: recording one or more point-in-time characteristics generated by prior user inputs at one or more user interface elements, the one or more point-in-time characteristics associated with a first application state of a first application instance; transferring the one or more point-in-time characteristics to the provisioned memory resources for generating the second application state; generating a second application instance based on the one or more point-in-time characteristics; configuring the second application state based on the one or more point-in-time characteristics to duplicate the first application state of the first application instance; and storing the prior user inputs in a journal, wherein the journal is configured to enable reproduction of a state of a plurality of modified states of the first application instance.
Philip IANNACCONE, Walter Michael PITIO, James BROWN
Filed: 3 Oct 22
Utility
Robust pruned neural networks via adversarial training
24 Jan 23
Systems, methods, and computer readable media are described to train a compressed neural network with high robustness.
Luyu Wang, Weiguang Ding, Ruitong Huang, Yanshuai Cao, Yik Chau Lui
Filed: 7 Feb 19
Utility
Machine natural language processing for summarization and sentiment analysis
24 Jan 23
A virtual agent can implement a “chatbot” to provide output based on predictive/prescriptive models for incidents.
Yixian Cai, Amir Ghaderi, Ankit Khirwadkar, Chetana Chavda, Pei Hu
Filed: 10 May 19
Utility
System and method for machine learning architecture for enterprise capitalization
17 Jan 23
Systems and methods are described in relation to specific technical improvements adapted for machine learning architectures that conduct classification on numerical and/or unstructured data.
Hieu Quoc Nguyen, Morris Jamieson Chen, Kirtan Purohit, Diana-Elena Oprea
Filed: 14 Aug 20
Utility
Method and device for conducting measurements for an N-dimensional data structure
10 Jan 23
A method for acquiring measurements for a data structure corresponding to an array of variable includes: selecting a subset of elements from the data structure; measuring a sampled value for each of the selected subset of elements; storing each of the sampled values in a K-nearest neighbour (KNN) database and labelling the sampled value as certain; generating a predicted value data structure where each predicted element is generated as the value of its nearest neighbor based on the values stored in the KNN database; for each predicted element: retrieve the predicted element's X nearest neighbours for the sampled value in the KNN database, and when a value of the X nearest neighbours is the same as the predicted element, the predicted element is labelled as certain, otherwise the predicted element is labelled the values as uncertain; and repeating until all elements are labelled as certain.
Weiguang Ding, Ruitong Huang, Luyu Wang, Yanshuai Cao
Filed: 31 Oct 18
Utility
System and method for detecting data drift
3 Jan 23
Data drift or dataset shift is detected between training dataset and test dataset by training a scoring function using a pooled dataset, the pooled dataset including a union of the training dataset and the test dataset; obtaining an outlier score for each instance in the training dataset and the test dataset based at least in part on the scoring function; assigning a weight to each outlier score based at least in part on training contamination rates; determining a test statistic based at least in part on the outlier scores and the weights; determining a null distribution of no dataset shift for the test statistic; determining a threshold in the null distribution; and when the test statistic is greater than or equal to the threshold, identifying dataset shift between the training dataset and the test dataset.
Vathy M. Kamulete
Filed: 26 Jun 20
Utility
Systems and methods for secure tokenized credentials
27 Dec 22
Systems, devices, methods, and computer readable media are provided in various embodiments having regard to authentication using secure tokens, in accordance with various embodiments.
Edison U. Ortiz, Mohammad Abuzar Shaikh, Margaret Inez Salter, Sarah Rachel Waigh Yean Wilkinson, Arya Pourtabatabaie, Iustina-Miruna Vintila
Filed: 24 Jul 19