FAANG

Build a cross-account MLOps workflow using the Amazon SageMaker model registry

A well-designed CI/CD pipeline is essential to scale any software development workflow effectively. When designing production CI/CD pipelines, AWS recommends…

3 years ago

Enabling hybrid ML workflows on Amazon EKS and Amazon SageMaker with one-click Kubeflow on AWS deployment

Today, many AWS customers are building enterprise-ready machine learning (ML) platforms on Amazon Elastic Kubernetes Service (Amazon EKS) using Kubeflow…

3 years ago

Malware detection and classification with Amazon Rekognition

According to an article by Cybersecurity Ventures, the damage caused by Ransomware (a type of malware that can block users…

3 years ago

Accelerate innovation in life sciences with Google Cloud

The last few years have underscored the importance of speed in bringing new drugs and medical devices to market, while…

3 years ago

SAP Build Process Automation is better with Google Document AI and Google Workspace

SAP Build Process Automation is designed to optimize business processes and boost efficiency. The platform helps both business users and…

3 years ago

Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer

This paper was accepted at the workshop "Self-Supervised Learning - Theory and Practice" at NeurIPS 2022. Self-supervised representation learning (SSL)…

3 years ago

Mean Estimation with User-level Privacy under Data Heterogeneity

A key challenge in many modern data analysis tasks is that user data is heterogeneous. Different users may possess vastly…

3 years ago

NeurIPS 2022

3 years ago

EMNLP 2022

3 years ago

Continuous Soft Pseudo-Labeling in ASR

This paper was accepted at the workshop "I Can’t Believe It’s Not Better: Understanding Deep Learning Through Empirical Falsification" Continuous…

3 years ago