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Microsoft Research Lab – India

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Microsoft Research India Podcast

Sridhar Vedantham: Welcome to the MSR India podcast. In this podcast, Ravishankar Krishnaswamy, a researcher at the MSR India lab, speaks to Neeraj Kayal. Neeraj is also a researcher at MSR India and works on problems related to or at…

A flowchart showing inputs pre-processed before being fed into large language models including GPT-3, Codex, and others. The post-process output is returned to the end-user for verification. If they find the output incorrect, it is edited by them, and the learning is fed back into the pre-process and post-process mechanisms to improve them further.
Microsoft Research Blog

| Rahul Sharma, Suresh Parthasarathy, Sriram Rajamani, Nagarajan Natarajan, and Arun Iyer

Large pre-trained language models such as GPT-3, Codex, and others can be tuned to generate code from natural language specifications of programmer intent. Such automated models have the potential to improve productivity for every programmer in the world. But since…

a couple of people posing for the camera
Microsoft Research India Podcast

 Episode 011 | January 18, 2022 Keratoconus is a severe eye disease that affects the cornea, causing it to become thin and develop a conical bulge. Keratoconus, if undiagnosed and untreated, can lead to partial or complete blindness in…

In the news | Neowin

Those who have worked in the domain of data science know that developing an artificial intelligence (AI) model typically includes three stages at a high level: training, validation, and testing. When testing the accuracy of the model, there are usually…

EzCc provides secure AI model validation. In the diagram poses the following question: Is the accuracy of the AI model on the test dataset greater than 70%? First, an AI vendor provides model weights, and a modular compiler takes as input from the model weights the AI model structure written in ONNX code for ML inference. From this, it automatically generates MPC protocol code, which is then compiled into various MPC protocols. Additionally, a suite of highly performant cryptographic protocols securely compute complex ML functions on an organization’s test dataset. The MPC protocol outputs random bits, keeping the data from both parties secure.
Microsoft Research Blog

| Nishanth Chandran, Divya Gupta, Aseem Rastogi, and Rahul Sharma

From manufacturing and logistics to agriculture and transportation, the expansion of artificial intelligence (AI) in the last decade has revolutionized a multitude of industries—examples include enhancing predictive analytics on the manufacturing floor and making microclimate predictions so that farmers can…

Collage of four images. 1) a VR haptic pivot device 2) Ashley Lorens of Microsoft Research 3) an image of tractor on a farm 4) image of Race and Technology lecture series speakers.
Microsoft Research Blog

Over the past 30 years, Microsoft Research has undergone a shift in how it approaches innovation, broadening its mission to include not only advancing the state of computing but also using technology to tackle some of the world’s most pressing…

Awards | InfoSys

The Infosys Prize 2021 in Mathematical Sciences is awarded to Dr. Neeraj Kayal of Microsoft Research lab, Bengaluru, for his outstanding contributions to Computational Complexity. His extensive, innovative work on algebraic computation includes the development of deep lower bound techniques…

Microsoft Research India Podcast

Episode 010 | September 28, 2021 Artificial intelligence, Machine Learning, Deep Learning, and Deep Neural Networks are today critical to the success of many industries. But they are also extremely compute intensive and expensive to run in terms of both…

Photograph of two men: Akhay (LH) and Ajay (RH)
Microsoft Research India Podcast

 Episode 009 | June 15, 2021 The Internet of Things has been around for a few years now and many businesses and organizations depend on data from these systems to make critical decisions. At the same time, it is…