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In the news | Microsoft EU Policy Blog

Microsoft responds to European Cloud Provider feedback with new programs and principles 

May 18, 2022

You may have read last month in news reports about concerns raised in Europe about some of Microsoft’s software licensing practices that impact competing cloud providers. As I said to journalists then, we felt that “while not all of these…

Azure public MEC and AT&T deployment

In the news | MICROSOFT AZURE BLOG

Microsoft and AT&T demonstrate 5G-powered video analytics 

May 17, 2022

In November 2021, Microsoft and AT&T announced the launch of Microsoft Azure public MEC (multi-access edge compute) with AT&T’s site in Atlanta, Georgia. To light up new compelling applications with Azure public MEC that benefit from low latency 5G connectivity, we…

This diagram shows a payload exchange between a server, inside Worker 0, and clients that live inside Workers 2 and 3. First, the server pushes the central ML model plus the clients’ data to Workers 2 and 3. Then, each client trains the model with their local data. Finally, the clients send the pseudo-gradients of this new model back to the server for aggregation and the creation of a new global model.
Microsoft Research Blog

FLUTE: A scalable federated learning simulation platform 

May 16, 2022 | Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Eduardo Madrigal Diaz, Andre Manoel, and Robert Sim

Federated learning has become a major area of machine learning (ML) research in recent years due to its versatility in training complex models over massive amounts of data without the need to share that data with a centralized entity. However,…

In the news | Chicago Sun Times

The dangers in our air: Mapping Chicago’s air pollution hotspots 

May 16, 2022

An analysis of readings from newly-installed air sensors across the city found portions of Little Village, Austin, Englewood, Auburn Gresham, Irving Park and Avondale have the highest levels of particulate matter pollution — a known cause of serious health problems.

In the news | Analytics India Magazine

Microsoft launches Open Data for Society 

May 16, 2022

Brad Smith (opens in new tab), president and vice chair at Microsoft Corporation, has announced that Microsoft (opens in new tab) has launched Open Data for Society. It is a central location for datasets that Microsoft has made open.

In the news | WBEZ

What’s in the air? 

May 16, 2022

Fine particulate matter is responsible for an estimated 5% of all premature deaths in Chicago. What is it and where does it come from? Each time we take a breath, the outside world finds its way into our body. One…

In the news | MuckRock

What we did to analyze Chicago’s air pollution hotspots 

May 16, 2022

Chicago has several EPA regulatory stations, considered the gold standard of air quality testing; an array of cheaper sensor networks across the city and suburbs like PurpleAir and Microsoft’s pilot project; and new satellite imagery that can detect a host…

Awards | ACM

Cynthia Dwork co-winner of AMC Paris Kanellakis Award 2021 

May 14, 2022

Cynthia Dwork was awarded, with several other research colleagues, this year’s ACM Paris Kanellakis Theory and Practice Award (opens in new tab).  This is a major recognition, honoring “specific theoretical accomplishments that have had a significant and demonstrable effect on…

Articles

非自回归生成研究最新综述,近200篇文献揭示挑战和未来方向 

May 13, 2022

作者:吴郦军、郭俊良 编者按:近年来,由于并行的快速推理能力,非自回归生成在自然语言处理、语音处理等领域展示出了其特有的优势,并日益成为生成模型的研究热点。为了促进非自回归生成模型的发展,微软亚洲研究院与苏州大学的研究员们共同撰写了综述论文“A Survey on Non-Autoregressive Generation for Neural Machine Translation and Be...

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