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Microsoft Research India Podcast

Podcast: Collaborating to Develop a Low-cost Keratoconus Diagnostic Solution. With Dr. Kaushik Murali and Dr. Mohit Jain 

January 17, 2022

 Episode 011 | January 18, 2022 Keratoconus is a severe eye disease that affects the cornea, causing it to become thin and develop a conical bulge. Keratoconus, if undiagnosed and untreated, can lead to partial or complete blindness in…

In the news | Discover Magazine

Is Holographic Data Storage the Next Big Thing? 

January 17, 2022

Every email you send, every selfie you take, every TikTok video you post adds to the amount of digital data in the world. And that pile of data is growing at an astonishing rate. According to recent estimates, by 2025,…

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Articles

ACM/IEEE Fellow Dr. Lili Qiu joins Microsoft Research Asia as Assistant Managing Director 

January 16, 2022

Microsoft Research Asia announced that Dr. Lili Qiu, a world-leading expert in the field of Internet and mobile wireless networks, has officially joined Microsoft Research Asia as Assistant Managing Director and will be mainly responsible for overseeing the research, as…

In the news | Neowin

EzPC: Microsoft’s attempt to enhance data security in AI model validation 

January 14, 2022

Those who have worked in the domain of data science know that developing an artificial intelligence (AI) model typically includes three stages at a high level: training, validation, and testing. When testing the accuracy of the model, there are usually…

In the news | AI Magazine

AI3C: Accelerating AI innovation in the healthcare industry 

January 14, 2022

Leading US health, educational, and research organisations have come together with the creation of a group aimed at accelerating artificial intelligence innovation and adoption in healthcare, Microsoft has announced.

Articles

实习派 | 钟宛君:从“七次拒稿”到“微软学者”,在科研挑战中成长 

January 13, 2022

编者按:“在微软亚洲研究院读博是怎样的体验?”怀揣科研梦想的学子,从各大高校汇聚在微软亚洲研究院,接受高校与研究院双方导师的联合指导。在博士阶段的求索中,瓶颈、挫折与困难常有相似之处;但关于成长与找寻自我,每个人都有自己的经历、体验与答案。“用一天自学 Python,三天自学 TensorFlow,三天之内复刻出一篇顶会文章的实验结果。”回想起自己入选微软亚洲研究院与中山大学联合培养博士生项目的经...

In the news | MedCity News

New coalition aims to accelerate responsible AI innovation to transform healthcare 

January 13, 2022

Leading U.S. health, educational and research organizations have come together with the creation of a group aimed at accelerating artificial intelligence innovation and adoption in healthcare, Microsoft announced Thursday. The Artificial Intelligence Industry Innovation Coalition (AI3C) will leverage the collective…

In the news | Microsoft News Center

Leaders across healthcare, academia and technology form new coalition to transform healthcare journey through responsible AI adoption 

January 13, 2022

REDMOND, Wash. — Jan. 13, 2021 — On Thursday, leading public, private, educational and research organizations across the U.S. healthcare and life sciences industries announced the formation of the Artificial Intelligence Industry Innovation Coalition (AI3C). The coalition brings together the…

EzPC provides secure AI model validation. In the diagram poses the following question: Is the accuracy of the AI model on the test dataset greater than 70%? First, an AI vendor provides model weights, and a modular compiler takes as input from the model weights the AI model structure written in ONNX code for ML inference. From this, it automatically generates MPC protocol code, which is then compiled into various MPC protocols. Additionally, a suite of highly performant cryptographic protocols securely compute complex ML functions on an organization’s test dataset. The MPC protocol outputs random bits, keeping the data from both parties secure.
Microsoft Research Blog

EzPC: Increased data security in the AI model validation process 

January 12, 2022 | Nishanth Chandran, Divya Gupta, Aseem Rastogi, and Rahul Sharma

From manufacturing and logistics to agriculture and transportation, the expansion of artificial intelligence (AI) in the last decade has revolutionized a multitude of industries—examples include enhancing predictive analytics on the manufacturing floor and making microclimate predictions so that farmers can…

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