Hardware & devices
Driving advances in hardware, devices and cyber-physical systems.
Video
Extreme Classification in Healthcare
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Video
Extreme Multi-label Learning via Nearest Neighbor Graph Partitioning and Embedding
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Video
Active Positive Semidefinite Matrix Completion With Applications to Large Scale Bandit Problems
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Video
Generalization Error Bounds for Extreme Multi-class Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Video
A Parallel Primal-Dual Sparse Method for Extreme Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Video
Tight Learning Bounds for Multi-Class Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Project
Project Emma
Project Emma is a wearable device initially created to help a specific person suffering from Parkinson’s, Emma Lawton, to compensate for the intentional tremors in her hands. Project Emma is named after Emma, who was…
Podcast
New Microsoft Research Podcast invites you to log on, tune in and geek out
Microsoft Research Podcast Subscribe and listen on iTunes, android or email I’ve spent the better part of the last decade investigating the impact of digital media and technology on culture from an academic perspective. I…
Video
The Future of Voice
Perception doesn’t necessarily match reality when it comes to today’s voice user interfaces. In this talk, we chart a path from today’s command-and-control assistants towards a future of more adaptive, inclusive, humane VUI for all.…
Video
Universal Fault-Tolerant Computing with Bacon-Shor Codes
We present a fault-tolerant universal gate set consisting of Hadamard and controlled-controlled-Z (CCZ) on Bacon-Shor subsystem codes. Transversal non-Clifford gates on these codes are intriguing in that higher levels of the Clifford hierarchy become accessible…
