Algorithms - Microsoft Research

Publication

Interaction Event Network Modeling based on Temporal Point Process

IISE Transactions | June 2021

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.

GitHub

Tool

Verified Telemetry – Device Sample

Getting Started with Verified Telemetry, Azure RTOS and Azure IoT

GitHub

Tool

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.

GitHub

Tool

Knowledge Distillation as Semiparametric Inference [Code]

This code replicates the experiments in the paper: Knowledge Distillation as Semiparametric Inference.

GitHub Publication

Publication

Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining

Yaohui Wang, Guozheng Li, Zijian Wang, Yu Kang, Yangfan Zhou, Hongyu Zhang, Feng Gao, Jeffrey Sun, Li Yang, Pochian Lee, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin

ICSE 2021 | May 2021

Project Project

Video

Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class [Talk]

May 25, 2021 | David Duvenaud

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…