328 patents
Page 14 of 17
Utility
System and Method for Machine Learning Architecture with Privacy-preserving Node Embeddings
11 Nov 20
A computer system and method for machine inductive learning on a graph is provided.
Nidhi HEGDE, Gaurav SHARMA, Facundo SAPIENZA
Filed: 8 May 20
Utility
Synchronized Processing of Data by Networked Computing Resources
11 Nov 20
Systems 100, 1000, methods, and machine-interpretable programming or other instruction products for the management of data transmission by multiple networked computing resources 106, 1106.
Daniel AISEN, Bradley KATSUYAMA, Robert PARK, John SCHWALL, Richard STEINER, Allen ZHANG, Thomas L. POPEJOY
Filed: 20 May 20
Utility
Systems and methods for cyberbot network detection
26 Oct 20
There is provided a neural network system for detection of domain generation algorithm generated domain names, the neural network system comprising: an input receiver configured for receiving domain names from one or more input sources; a convolutional neural network unit including one or more convolutional layers, the convolutional unit configured for receiving the input text and processing the input text through the one or more convolutional layers; a recurrent neural network unit including one or more long short term memory layers, the recurrent neural network unit configured to process the output from the convolutional neural network unit to perform pattern recognition; and a classification unit including one or more classification layers, the classification unit configured to receive output data from the recurrent neural network unit to perform a determination of whether the input text or portions of the input text are DGA-generated or benign domain names.
Ashkan Amiri, Bryce Croll, Cory Fong, Athinthra Krishnaswamy Sethurajan, Vikash Yadav, Sylvester King Chun Chiang, Zhengyi Qin, Cathal Smyth, Yik Chau Lui, Yanshuai Cao
Filed: 2 Apr 18
Utility
System and method for reproducible machine learning
12 Oct 20
Systems and methods for computationally generating a set of more “stable” configuration default values that are used for traceability and improving reproducibility of machine learning approaches.
Weiguang Ding, Yanshuai Cao
Filed: 20 Aug 18
Utility
Web application firewall
12 Oct 20
Embodiments described herein provide an application programming interface and framework for a web application firewall single policy model.
Stéphane Harvey
Filed: 14 Feb 18
Utility
System and Method for Knowledge Distillation Between Neural Networks
23 Sep 20
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: 19 Mar 20
Utility
System and Method for Generation of Unseen Composite Data Objects
23 Sep 20
A computer implemented system for generating one or more data structures is described, the one or more data structures representing an unseen composition based on a first category and a second category observed individually in a training data set.
Megha NAWHAL, Mengyao ZHAI, Leonid SIGAL, Gregory MORI, Andreas Steffen Michael LEHRMANN
Filed: 20 Mar 20
Utility
Systems and Methods for Learning User Representations for Open Vocabulary Data Sets
23 Sep 20
Systems and methods adapted for training a machine learning model to predict data labels are described.
Thibaut DURAND, Gregory MORI
Filed: 20 Mar 20
Utility
Synchronized Processing of Data by Networked Computing Resources
23 Sep 20
Systems 100, 1000, methods, and machine-interpretable programming or other instruction products for the management of data processing by multiple networked computing resources 106, 1106.
Daniel AISEN, Bradley KATSUYAMA, Robert PARK, John SCHWALL, Richard STEINER, Allen ZHANG, Thomas L. POPEJOY
Filed: 8 Jun 20
Utility
Systems and methods for managing data
21 Sep 20
Systems, methods and non-transitory computer readable media may be provided for the management of data related to risk exposure.
Michael C. Wong, Philip Vitorino, Hisham Abu-Abed, Mohammad Rifaie, Masood Ali, Mark Nieuwland, Spencer Chui, Gang Liao, Gitasree Das
Filed: 9 Mar 16
Utility
System and Method for Machine Learning with Long-range Dependency
9 Sep 20
A system, electronic device and method for improved neural network training are provided.
Yanshuai CAO, Peng XU
Filed: 3 Mar 20
Utility
Coordinated processing of data by networked computing resources
7 Sep 20
Systems, methods, and computer-readable media for coordinating processing of data by multiple networked computing resources include monitoring data associated with a plurality of networked computing resources, and coordinating the routing of data processing segments to the networked computing resources.
Walter Michael Pitio, Philip Iannaccone, Daniel Aisen, Bradley Katsuyama, Robert Park, John Schwall, Richard Steiner, Allen Zhang, Thomas L. Popejoy, Gregory Martin Ludvik, Thomas Matthew Clark, Xiaoran Zheng
Filed: 29 Apr 19
Utility
System and Method for Multi-type Mean Field Reinforcement Machine Learning
2 Sep 20
A system for a machine reinforcement learning architecture for an environment with a plurality of agents includes: at least one memory and at least one processor configured to provide a multi-agent reinforcement learning architecture, the multi-agent reinforcement learning model based on a mean field Q function including multiple types of agents, wherein each type of agent has a corresponding mean field.
Sriram Ganapathi Subramanian, Pascal Poupart, Matthew Edmund Taylor, Nidhi Hegde
Filed: 27 Feb 20
Utility
Virtualization and secure processing of data
24 Aug 20
Systems, methods, and non-transient machine-interpretable data representing executable instruction sets and/or other products for the processing of data for the 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: 23 Jan 17
Utility
Distributed ledger platform for vehicle records
24 Aug 20
Embodiments described herein provide a vehicle record platform using blockchain technology.
Gaurav Nagla, Iustina-Miruna Vintila
Filed: 17 Jul 17
Utility
System and Method for Dynamic Time-based User Interface
12 Aug 20
System and method for facilitating management of a time-varying resource pool.
Edison U. ORTIZ, Juan MARTIN SACRISTAN, Iustina-Miruna VINTILA, Arun John MILTON, Adel Al NABULSI
Filed: 12 Feb 20
Utility
System and method for adaptive data visualization
10 Aug 20
An interactive data visualization system is provided that utilizes unsupervised learning process, to automatically choose the hyperparameters for generating insights, which are then used for visualizing the data using interactive plots that update dynamically in response to input control commands.
Luyu Wang, Yanshuai Cao
Filed: 7 May 18
Utility
System and Method for Tree-based Machine Learning
22 Jul 20
Systems and methods of updating a multi-level data structure for controlling an agent.
Chenjun XIAO, Ruitong HUANG
Filed: 22 Jan 20
Utility
System and Method for Time-dependent Machine Learning Architecture
22 Jul 20
Described in various embodiments herein is a technical solution directed to decomposition of time as an input for machine learning, and various related mechanisms and data structures.
Janahan Mathuran RAMANAN, Jaspreet SAHOTA, Rishab GOEL, Sepehr EGHBALI, Seyed Mehran KAZEMI
Filed: 17 Jan 20
Utility
Coordinated Processing of Data by Networked Computing Resources
22 Jul 20
Systems, methods, and computer-readable media for coordinating processing of data by multiple networked computing resources include monitoring data associated with a plurality of networked computing resources, and coordinating the routing of data processing segments to the networked computing resources.
Walter Michael PITIO, Philip Iannaccone, Robert Park, John Schwall, Richard Steiner, Allen Zhang, Thomas L. Popejoy, Daniel Aisen, Bradley Katsuyama
Filed: 8 Apr 20