Microsoft Research Blog

Machine learning

  1. Fair classification

    Machine Learning for fair decisions 

    July 17, 2018 | Miro Dudík, John Langford, Hanna Wallach, and Alekh Agarwal

    Over the past decade, machine learning systems have begun to play a key role in many high-stakes decisions: Who is interviewed for a job? Who is approved for a bank loan? Who receives parole? Who is admitted to a school? Human decision makers are susceptible…

  2. Probabilistic predicates to accelerate inference queries 

    June 25, 2018 | Srikanth Kandula

    Imagine having to narrow down a video of passing vehicles captured on a traffic camera to red SUVs that are exceeding the speed limit. Such queries over images, videos and text are an increasingly common use-case for data analytics platforms. A query to identify in-a-hurry…

  3. Rapid Adaptation and Metalearning with Conditionally Shifted Neurons 

    May 11, 2018 | Tsendsuren Munkhdalai, Eric Yuan, Soroush Mehri, and Adam Trischler

    The Machine Comprehension team at MSR-Montreal recently developed a neural mechanism for metalearning that we call conditionally shifted neurons. Conditionally shifted neurons (CSNs) adapt their activation values rapidly to new data to help neural networks solve new tasks. They do this with task-specific, additive shifts…

  4. SwiftKey 7.0: A big change under a small ‘+’ 

    March 20, 2018

    Last week’s rollout of SwiftKey 7.0 is the intelligent keyboard app’s biggest update since joining Microsoft in April 2016. Available on both Android and iOS, SwiftKey 7.0 debuts Toolbar, an expandable menu found under a new '+' sign on the left of your prediction bar…

  5. Give your dissertation a boost with a grant from Microsoft Research 

    February 15, 2018 | Meredith Ringel Morris

    Need funding to clear a hurdle in the final stages of your dissertation research? Microsoft Research is offering grants of up to US $25,000 to help a select group of doctoral students cross the finish line and enter the workforce. The Microsoft Research Dissertation Grant…

  6. a man wearing glasses and looking at the camera

    Getting LinkedIn to Data Science with Dr. Igor Perisic 

    February 7, 2018

    Episode 11, February 7, 2018 - Big data is a big deal, and if you follow the popular technical press, you’ll have heard all the metaphors: data is the new oil, the new bacon, the new currency, the new electricity. It’s even been called the…

  7. Class of 2018-19 PhD fellows to push frontiers of AI 

    January 9, 2018 | Sandy Blyth

    Class of 2018-19 PhD fellows to push frontiers of AI By Sandy Blyth A graduate student working on technology that leverages human brain signals to accelerate robot learning and another student who is developing models of human conversations that capture what is explicitly communicated and…