Publication
Algorithms
Publication
Numerical Composition of Differential Privacy
Tool
Verified Telemetry – Solution Sample
Uses InfluxDB, Grafana and the Azure IoT Node.js SDK (opens in new tab) to communicate with Azure IoT Hub (opens in new tab) and showcase how the Verified Telemetry features can be utilized in real world scenarios.
Tool
Verified Telemetry – Device Sample
Getting Started with Verified Telemetry, Azure RTOS and Azure IoT
Tool
Knowledge Distillation as Semiparametric Inference [Code]
This code replicates the experiments in the paper: Knowledge Distillation as Semiparametric Inference.
Video
Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class [Talk]
We show how to do gradient-based stochastic variational inference in stochastic differential equations (SDEs), in a way that allows the use of adaptive SDE solvers. This allows us to scalably fit a new family of…
