Michael Yeh

Method, System, and Computer Program Product for Providing a Framework to Improve Discrimination of Graph Features by a Graph Neural Network

Method, System, and Computer Program Product for Multitask Learning on Time Series Data

System, Method, and Computer Program Product for Saving Memory During Training of Knowledge Graph Neural Networks

System, Method, and Computer Program Product for Multi-Head Posterior Based Pre-Trained Model Evaluation

Method, System, and Computer Program Product for Providing a Type Aware Transformer for Sequential Datasets

Method, System, and Computer Program Product for Normalizing Embeddings for Cross-Embedding Alignment

Method, System, and Computer Program Product for Unsupervised Alignment of Embedding Spaces

Method, System, and Computer Program Product for Simplifying Transformer for Sequential Recommendation

Method, System, and Computer Program Product for Efficient Content-Based Time Series Retrieval

System, Method, and Computer Program Product for Dynamic Node Classification in Temporal-Based Machine Learning Classification Models

System, Method, and Computer Program Product for Saving Memory During Training of Knowledge Graph Neural Networks

Method, System, and Computer Program Product for Coordinated Analysis of Output Scores and Input Features of Machine Learning Models in Different Environments

Method, System, and Computer Program Product for Spatial-Temporal Prediction Using Trained Spatial-Temporal Masked Autoencoders

System, Method, and Computer Program Product for Multivariate Event Prediction Using Multi-Stream Recurrent Neural Networks

System, Method, and Computer Program Product for Determining Long-Range Dependencies Using a Non-Local Graph Neural Network (GNN)

System, Method, and Computer Program Product for Denoising Sequential Machine Learning Models

System, Method, and Computer Program Product for Identifying Weak Points in a Predictive Model

Method, System, and Computer Program Product for Embedding Learning to Provide Uniformity and Orthogonality of Embeddings

EMBEDDING COMPRESSION FOR EFFICIENT REPRESENTATION LEARNING IN GRAPH

ERROR-BOUNDED APPROXIMATE TIME SERIES JOIN USING COMPACT DICTIONARY REPRESENTATION OF TIME SERIES

Method, System, and Computer Program Product for Improving Training Loss of Graph Neural Networks Using Bi-Level Optimization

System, Method, and Computer Program Product to Compare Machine Learning Models

System, Method, and Computer Program Product for Debiasing Embedding Vectors of Machine Learning Models

System, method, and computer program product for feature analysis using an embedding tree

Method, system, and computer program product for normalizing embeddings for cross-embedding alignment

TIME SERIES PREDICTIVE MODEL FOR ESTIMATING METRIC FOR A GIVEN ENTITY

System, Method, and Computer Program Product for Analyzing a Relational Database Using Embedding Learning

System, method, and computer program product for dynamic node classification in temporal-based machine learning classification models

Structured graph convolutional networks with stochastic masks for network embeddings

System, method, and computer program product for user network activity anomaly detection

Residual Neural Networks for Anomaly Detection

Method, system, and computer program product for normalizing embeddings for cross-embedding alignment

System, Method, and Computer Program Product for Dynamic User Interfaces for RNN-Based Deep Reinforcement Machine-Learning Models

System, method, and computer program product for analyzing multivariate time series using a convolutional Fourier network

System, method, and computer program product for user network activity anomaly detection