• Top Posts of 2014: Deep Learning, Predictive Analytics, and Human-Computer Interaction

    Posted by Microsoft Research

    Best blog posts of 2014

    Our most popular blog posts of 2014 reflect the breadth of our research and our collaborative efforts across multiple product groups as well as with external organizations worldwide. From 3-D visualization to unveiling the mysteries of quantum computing to elevating the science of predictive analytics, learn more about how Microsoft Research continues to advance the state of the art in computing.

  • Addressing Fairness, Accountability, and Transparency in Machine Learning

    Posted by Microsoft Research

    Hanna Wallach

    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?

    For Microsoft machine learning researcher Hanna Wallach (@hannawallach), opportunity lies outside the box. As an invited speaker at the NIPS 2014 workshop on Fairness, Accountability, and Transparency in Machine Learning, Wallach spoke about how her shift in research to the emerging field of computational social science led her to new insights about how machine learning methods can be applied to analyze real-world data about society.

  • Bringing Predictability to Cloud Server Storage

    Posted by Rob Knies

    End-to-End Quality of Service team

    In theory, the logic behind cloud computing seems undeniable: lots of data-center servers providing lots of computing power and storage to lots of customers. It’s the beauty of scale: Everybody wins—right?

    In practice, as you might guess, things get a bit more complicated. Separate parties jostle for the same resources at the same time. Confusion ensues. Things become unpredictable, and scale needs predictability.

    Soon, though, a collaboration between Microsoft researchers and members of Microsoft product teams will deliver that much needed predictability. Researcher Eno Thereska (@enothereska) explains.

  • Unraveling the Mysteries of Quantum Computing

    Posted by Rob Knies

    Krysta Svore

    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 accelerate how information is analyzed and processed, creating new forms of economic value.

    Indeed, some have ventured that the move from classical computing to quantum computing could be as revolutionary as the shift from vacuum tubes to silicon transistors.

    Given such stakes, it’s no wonder that Microsoft researchers are working feverishly to explore the mysteries the field holds, and one of those busy researchers is Krysta Svore (@krystasvore), the subject of the latest in the Microsoft Research Luminaries video series presented by Channel 9.

  • Helping the LGBT Community Access the Internet

    Posted by Rob Knies

    Mary L. Gray

    For many of us, the Internet offers limitless opportunities for enhancing our lives. We can catch up on news, shop for whatever our hearts desire, connect with our friends. The world at our fingertips—and in our pockets.

    For some, though, the Internet provides more than pleasurable diversion. For lesbian, gay, bisexual, and transgender individuals, the web can offer information of critical importance to their very existence, information sometime unavailable elsewhere. For many in the LGBT community, online access has become the ultimate lifeline.

    That message is beginning to gain attention, thanks in part to Microsoft researcher Mary L. Gray (@maryLgray). This summer, Gray and Jessie Daniels, a professor at the City University of New York, published a paper called Vision for Inclusion: An LGBT Broadband Future that argues for the steps that must be taken to ensure that online resources remain available for a segment of the population that dearly needs them.