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Diagram showing a "MoLeR Decoder" box performing a sequence of steps. Each step shows a picture of a molecule coming into the decoder box. A larger, extended, molecule comes out as output. The output molecule then moves back to the left of the figure, and serves as input to the next iteration.
Microsoft Research Blog

MoLeR: Creating a path to more efficient drug design 

April 27, 2022 | Krzysztof Maziarz, Marc Brockschmidt, and Marwin Segler

Drug discovery has come a long way from its roots in serendipity. It is now an increasingly rational process, in which one important phase, called lead optimization, is the stepwise search for promising drug candidate compounds in the lab. In…

In the news | Valor Econômico

Brasileiro lidera pesquisa na Microsoft 

April 27, 2022

Pergunte ao brasileiro Henrique Malvar qual seu trabalho atual e ele lhe contará um episódio passado recentemente em Cingapura...

Articles

ICLR 2022 | 微软亚洲研究院深度学习领域最新研究成果一览 

April 26, 2022

编者按:ICLR(International Conference on Learning Representations)是国际公认的深度学习领域顶级会议之一,众多在人工智能、统计和数据科学领域以及计算机视觉、语音识别、文本理解等重要应用领域极其有影响力的论文都发表在该大会上。今年的 ICLR 大会于4月25日至29日在线上举办。本届大会共接收论文1095篇,论文接收率32.3%。今天,我们精选...

In the news | Soundcloud

Juan Lavista Ferres from Microsoft’s AI for Good Research Lab 

April 26, 2022

Juan Lavista Ferres, Chief Scientist and Lab Director at Microsoft’s AI for Good Research Lab, speaks with Humanitarian AI Today's host Sarah Spencer about how his team is aiding NGOs by leveraging data to address a variety of global humanitarian…

A view of a park with an agent walking along a trail. Sources of exogenous noise surround the agent, including ducks gliding on a pond, people in the background, and reflections on the water.
Microsoft Research Blog

PPE: A fast and provably efficient RL algorithm for exogenous noise 

April 25, 2022 | Dipendra Misra and Yonathan Efroni

Picture a person walking in a park by a pond. The surrounding environment contains a number of moving objects that change the quality of the environment: clouds moving to hide the sun, altering the quality of light; ducks gliding across…

One paper accepted by WWW’22! 

April 25, 2022

Articles

Getting Deterministic Results from Spark’s randomSplit Function: A Deep Dive 

April 22, 2022

Tommy Guy and Kidus Asfaw We noticed an odd case of nondeterminism in Spark’s randomSplit function, which is often used to generate test/train data splits for Machine Learning training scripts. There are other posts, notably this one (opens in new tab) that…

a person wearing a suit and tie
Articles

矣晓沅:“轮椅上的学霸”,用科技推动无障碍发展 

April 21, 2022

编者按:今天“科学匠人”栏目的主人公名叫矣晓沅,他用实际行动证明了在轮椅上一样可以书写精彩的人生。从清华校园到微软亚洲研究院,他是如何开启自己的学术生涯?对于未来的研究方向和职业规划他有怎样的思考?科技又将如何推动无障碍领域的发展?让我们一起走近微软亚洲研究院研究员矣晓沅。 在2022年2月19日举行的2021 CCF 颁奖典礼上,矣晓沅从颁奖嘉宾的手中接过了“CCF 优秀博士学位论文奖”的奖杯和...

In the news | UW News

Q&A: Making Earth-friendly electronics 

April 21, 2022

The very components that make electronics fast and easy to use also make their disposal an environmental nightmare. Components of smartphones, computers and even kitchen appliances contain heavy metals and other compounds that are toxic to us and harmful to…

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