Machine learning is the cornerstone of today’s modern data analysis. The gurus of “big data” analytics are all well versed in machine learning, but most domain specialists still must hire data scientists to meet their data-analysis needs. It's inevitable, though, that the data-modeling chain will become largely…
Posted by George Thomas Jr. A new online Chinese riddle game is steeped in more than just tradition. In fact, the machine learning and artificial intelligence that fuels it derives from years of research that also helps drive Bing Search, Bing Translator, the Translator App…
Posted by Doug Burger Editor's note: Doug Burger, a processor architect by training, is a Microsoft researcher focused on disrupting the very fabric of datacenter processing power in a mobile-first, cloud-first world. I'm excited to highlight a breakthrough in high-performance machine learning from Microsoft researchers.…
Smart managers have long recognized the importance of diversity in the workplace. They know from experience what empirical research has shown: diverse teams outperform those made up of individual “all stars,” particularly when it comes to innovation. The value of diversity is why Microsoft Research…
Posted by George Thomas Jr. Addressing one of the core problems in statistics and machine learning, Microsoft researchers have developed a new, more efficient algorithm that enables exact sampling. Daniel Tarlow and Tom Minka Researchers Daniel Tarlow, Tom Minka, and former Microsoft intern Chris Maddison introduced…
Posted by Microsoft Research Machine learning and big data are certainly hot topics that emerged within the tech community in 2014. But what are the real-world implications for how we interpret what happens inside the data centers that churn through mountains of seemingly endless data?…
It seems that everybody today wants to employ machine learning in their research. And why not? Machine learning promises to transform our ability to understand, model, and predict the world around us. It is pushing boundaries in areas as diverse as image recognition, cardiac patient…
Posted by Rob Knies For years now, Microsoft researchers have been working with academics and scientists to unlock the riddles of quantum computing, a field that aims to merge the mysterious properties of quantum mechanics with computing. If achieved, a scalable quantum computer could rapidly…
Posted by Rob Knies Now, here’s an interesting one: The latest video in Channel 9’s Microsoft Research Luminaries series features John Platt (@johnplattml) and explores his work in the resurgent research area of artificial intelligence (AI), its close cousin, machine learning, and the impact of…
Posted by Rob Knies In early June, Jamie Shotton received a most welcome email from Ramin Zabih, professor of computer science at Cornell Tech and chair of the IEEE Pattern Analysis and Machine Intelligence (PAMI) Technical Committee.Zabih had the responsibility to let a gifted young…
When world-class research organizations work together on a long-term basis, the whole is greater than the sum of the parts. That premise underlies Microsoft Research’s collaborative projects and joint ventures around the globe, including our recently renewed joint research center with Inria (the French Institute…
Posted by Rob Knies It’s been two years since Microsoft Research New York City was founded—and nine months since the lab established a permanent, bespoke home in the Flatiron District, smack dab in the middle of Silicon Alley. So how have things gone so far?Pretty…
