Federated multi-task learning for sensor analytics

Post Image: Federated multi-task learning for sensor analytics

A new approach leads to more accurate data classification with less training data and more privacy.

New Algorithm Efficiently Computes any Function Over the Intersection of Private Sets

Post Image: New Algorithm Efficiently Computes any Function Over the Intersection of Private Sets

An asymptotically more efficient solution allows sensitive information, like hospital records, to stay secure.

Visualizing protein molecular landscapes and identifying functional structures

Post Image: Visualizing protein molecular landscapes and identifying functional structures

A new model visualizes protein molecular landscapes and identifies functional—and dysfunctional—structures.

A new approach to outlier detection

Post Image: A new approach to outlier detection

A graph-based method could improve the robustness of finding outliers in data sets, like fraudulent transactions on your credit card bill.

Deep Neural Network Identifies New Antimicrobial Peptides

Post Image: Deep Neural Network Identifies New Antimicrobial Peptides

A recently developed deep neural network may present a solution to growing concerns over antibiotic resistance.