328 patents
Page 4 of 17
Utility
System and method for knowledge distillation between neural networks
25 Apr 23
Systems and methods for knowledge distillation provide supervised training of a student network with a teacher network, including inputting a batch to the teacher network, inputting the batch to the student network, generating a teacher activation map at a layer of the teacher network, generating a student activation map at a layer of the student network corresponding to the layer of the teacher network, generating a pairwise teacher similarity matrix based on the teacher activation map, generating a pairwise student similarity matrix based on the student activation map, and minimizing a knowledge distillation loss defined as a difference between the pairwise teacher similarity matrix and the pairwise student similarity matrix.
Frederick Tung, Gregory Mori
Filed: 20 Mar 20
Utility
System and Method for Detecting a Boundary In Images Using Machine Learning
20 Apr 23
A computer-implemented system and method for detecting a boundary in an image are provided.
Elham AHMADI, Ehsan AMJADIAN, Arthur Richard BERRILL
Filed: 14 Oct 22
Utility
System and Method for Machine Learning Architecture for Multi-task Learning with Dynamic Neural Networks
13 Apr 23
Disclosed are systems, methods, and devices for computing an action for an automated agent.
Golara JAVADI, Frederick TUNG, Gabriel Leivas OLIVEIRA
Filed: 4 Oct 22
Utility
Device and method for machine-learning step-size adaptation
11 Apr 23
Systems, devices, methods, and computer readable media for training a machine learning architecture include: receiving one or more observation data sets representing one or more observations associated with at least a portion of a state; and training the machine learning architecture with the one or more observation data sets, where the training includes updating the plurality of weights based on an error value, and at least one time-varying step-size value; wherein the at least one step-size value is based on a set of meta-weights which vary based on a stochastic meta-descent.
Alexandra Kathleen Kearney
Filed: 5 Mar 19
Utility
Systems and methods of adaptively securing network communication channels
11 Apr 23
Systems and methods for monitoring suspicious communication network traffic.
Jamie Gamble, Nariman Mammadli
Filed: 25 Sep 20
Utility
System and Method for Enforcing Monotonicity In a Neural Network Architecture
30 Mar 23
A computer-implemented system and method for training a neural network with enforced monotonicity are disclosed.
Joao Batista Monteiro FILHO, Mohamed Osama AHMED, Seyed Hossein HAJIMIRSADEGHI, Gregory Peter MORI
Filed: 13 Sep 22
Utility
System and Method for Efficient Estimation of Cumulative Distribution Function
30 Mar 23
A computer-implemented system and method for estimating a Cumulative Distribution Function (CDF) are provided.
Chandramouli Shama SASTRY, Alexander Radomir Branislav RADOVIC, Marcus Anthony BRUBAKER, Andreas Steffen Michael LEHRMANN
Filed: 27 Sep 22
Utility
System and method for machine learning architecture with variational hyper-RNN
28 Mar 23
A variational hyper recurrent neural network (VHRNN) can be trained by, for each step in sequential training data: determining a prior probability distribution for a latent variable from a prior network of the VHRNN using an initial hidden state; determining a hidden state from a recurrent neural network (RNN) of the VHRNN using an observation state, the latent variable and the initial hidden state; determining an approximate posterior probability distribution for the latent variable from an encoder network of the VHRNN using the observation state and the initial hidden state; determining a generating probability distribution for the observation state from a decoder network of the VHRNN using the latent variable and the initial hidden state; and maximizing a variational lower bound of a marginal log-likelihood of the training data.
Ruizhi Deng, Yanshuai Cao, Bo Chang, Marcus Brubaker
Filed: 22 May 20
Utility
Virtualization and secure processing of data
28 Mar 23
Systems, methods, and non-transient machine-interpretable data representing executable instruction sets and/or other products for the processing of data for the 5 secure creation, administration, manipulation, processing, and storage of electronic data useful in the processing of payment transactions and other secure data processes.
Edison U. Ortiz, Terry W. Lee, Linda Mantia
Filed: 26 Oct 20
Utility
Systems and Methods for Recommending Insurance
9 Mar 23
An insurance recommendation engine receives customer data and using trained models recommends one or more insurance products that are suitable for the customer.
Isabel Jiyee LIM, Jordan William CURNEW, Maria SOHAIL, Jaspreet Singh SANDHU, Chai LAM, Samuel PASSAFIUME
Filed: 25 Aug 22
Utility
Machine Learning Architecture for Quantifying and Monitoring Event-based Risk
9 Mar 23
An automated machine learning approach and toolkit is developed for evaluating the causal impact of an event.
Graham Alexander WATT, Layli Sadat GOLDOOZIAN, James ROSS, Xiwu LIU, Di Xin ZHANG
Filed: 1 Sep 22
Utility
Processing of electronic transactions
7 Mar 23
Systems 100; devices 110, 120, 130, 150, 160; methods 2400, 2500; and machine-executable programming structures stored in persistent (i.e., non-transitory), computer-readable media 604, 606, 618, 126, 139 for the rapid and secure negotiation, authorization, execution, and confirmation of multi-party data processes, including payment transactions conducted between purchasers 190 having electronic access to bank accounts and other sources of payment, merchants operating e- and/or m-commerce transaction systems 132, 134, 136, and banks and other financial institutions 120 capable of electronically communicating with both.
Edison U. Ortiz
Filed: 13 Jul 17
Utility
Method of Determining Whether a Fraud Claim Is Legitimate
2 Mar 23
There is described a method of determining whether a fraud claim initiated by a client is legitimate.
Leah Sossin, Parth Solanki, Evans Mosomi, Sonia Yasmin, Venkati Brahmam Chinnari, Daniel Swerdfeger, Adam Cheng, Robin Zhang
Filed: 19 Aug 22
Utility
System and Method for Generating and Updating a User Profile for an Institution Based on Peer Group Data
2 Mar 23
A method for generating a user profile based on a comparison to peer group data, the user being a member of an institution, the method comprising the steps of: obtaining user profile data pertaining to a user of a network service of the institution; accessing group profile data associated with the user; comparing the user profile data to the group profile data to generate comparative data; generating a user profile for presentation on a user interface, the user profile including the comparative data; sending the user profile to the user; receiving a request from the user for a product of institution; and updating the user profile to include information pertaining to the product.
Obakemi Rotimi-Fadipe, Vibhav Dindyal, Hung Phi Phillip Truong, Wei Liu, Hannah McIsaac, Victor CHENG, Timothy Dean McGaugh
Filed: 18 Aug 22
Utility
System and Method for Machine Learning Architecture with Multiple Policy Heads
2 Mar 23
Systems, devices, and methods for automated generation of resource task requests are disclosed.
Xiao Qi SHI, Hasham BURHANI, Daniel BALICKI
Filed: 23 Aug 22
Utility
Digital Status Tracking of Funds
2 Mar 23
A method is provided for tracking funds in a real estate transaction using a real estate transaction portal.
Aditya Subramanian, Pei Si Jian, Wanze Zhang, Kartik Porwal
Filed: 26 Aug 22
Utility
Systems and Methods for Reinforcement Learning with Local State and Reward Data
2 Mar 23
Systems are methods are provided for training an automated agent.
Hasham BURHANI, Xiao Qi SHI
Filed: 25 Aug 21
Utility
Right-sizing Resource Requests by Applications In Dynamically Scalable Computing Environments
2 Mar 23
Methods, systems, and techniques for right-sizing resource requests for applications in a dynamically scalable computing environment.
Matthew Stringer, Merissa Li, Kaveh Alemi, Ore Aminu, Venkatesan Packiriswamy, Manoj Agrawal, Vishal Mahajan
Filed: 23 Aug 22
Utility
System and Method for Machine Learning Architecture with Selective Learning
2 Mar 23
Systems, devices, and methods for training an automated agent are disclosed.
Xiao Qi Shi, Hasham Burhani
Filed: 23 Aug 22
Utility
System and Method for Machine Learning Architecture with a Memory Management Module
2 Mar 23
Systems, devices, and methods for training an automated agent are disclosed.
Hasham BURHANI, Xiao Qi SHI, Kiarash JAMALI
Filed: 25 Aug 21