Algorithms
Graph Vulnerability and Robustness: A Survey
Microsoft 365 Defender Research
Machine learning and AI Innovation at Microsoft Security Research The cybersecurity landscape has fundamentally changed, as evidenced by diverse, large-scale, and complex attacks in the recent past. Adversaries have grown in volume, velocity and sophistication,…
Neuron-connected robots
The goal of this project is to build a closed-loop that connects dissociate culture of living neurons with robots, and to realize goal-oriented interactions between living neurons and the real world. Although there is a…
µTransfer: A technique for hyperparameter tuning of enormous neural networks
Great scientific achievements cannot be made by trial and error alone. Every launch in the space program is underpinned by centuries of fundamental research in aerodynamics, propulsion, and celestial bodies. In the same way, when…
Learning to Walk
Legged locomotion is commonly studied and programmed as a discrete set of structured gait patterns, like walk, trot, gallop. However, studies of children learning to walk (Adolph et al) show that real-world locomotion is often…
