Publication
Algorithms
Dataset Source Code
Verified Telemetry – Solution Sample
Uses InfluxDB, Grafana and the Azure IoT Node.js SDK to communicate with Azure IoT Hub and showcase how the Verified Telemetry features can be utilized in real world scenarios.
Dataset Source Code
Verified Telemetry – Device Sample
Getting Started with Verified Telemetry, Azure RTOS and Azure IoT
Dataset Source Code
Verified Telemetry
Azure Verified Telemetry for IoT is a state-of-the-art solution to seamlessly determine the health of the sensor in real-time.
Dataset Source Code
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…
