Research
In the February 2020 issue of Communications of the ACM, Microsoft researcher Patrice Godefroid published a new review article entitled “Fuzzing: Hack, Art, and Science,” which presents an overview of the main automated testing techniques in use today for finding security vulnerabilities in software. Fuzzing…
In September last year, the Microsoft AI Residency program graduated its first class. The second class is already settled in and undertaking an exciting range of projects, and recruitment for the third class is underway! The AI Residency program is a 12-month program for early-…
If you haven't ever been in a casino, you may have found yourself asking one very pertinent question: On which slot machine am I going to hit the jackpot? Standing in front of a bank of identical-looking machines, you have only instinct to go on.…
The fields of cryptography and machine learning (ML) are evolving at a rapid pace and are each complex in their own ways. The Cryptography and Privacy Research Group at Microsoft Research has led the way in creating a new research area at the intersection of…
Cecily Morrison wants to build technology that enables people to live their lives the way they want and accomplish things they wouldn’t otherwise be able to. The Principal Researcher landed on the personal mission years before joining Microsoft Research. Experiences first teaching children robotics and…
Graduate students are often coached to pursue a career in higher education, yet the number of available tenure-track positions falls far short of the number of candidates looking to fill them. In reality, about 14 percent of graduates with advanced science, engineering, and health degrees…
A new document in a word processor can be a magical thing, a blank page onto which thoughts and ideas are put forth as quickly as we can input text. We can select words and phrases to underline and highlight and add images, shapes, and…
This figure was adapted from a similar image published in DistilBERT. Turing Natural Language Generation (T-NLG) is a 17 billion parameter language model by Microsoft that outperforms the state of the art on many downstream NLP tasks. We present a demo of the model, including…
The latest trend in AI is that larger natural language models provide better accuracy; however, larger models are difficult to train because of cost, time, and ease of code integration. Microsoft is releasing an open-source library called DeepSpeed, which vastly advances large model training by…
In the digital era, almost everyone struggles with the mountains of information they have. Every activity in our lives seemingly generates more information: emails, files, receipts, photos—the list goes on. We have trails of digital information from each of our work projects, vacations, hobbies, and…
Consider a person who applies for a loan with a financial company, but their application is rejected by a machine learning algorithm used to determine who receives a loan from the company. How would you explain the decision made by the algorithm to this person?…
I am pleased to announce the winners of the new Microsoft Investigator Fellowship. This fellowship is designed to empower researchers of all disciplines who plan to make an impact with research and teaching using the Microsoft Azure cloud computing platform. Each fellowship provides $100,000 USD…
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