Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Unlocking Real world solutions with AI – Chris Bishop
Chris Bishop reveals how AI is revolutionizing material science with an innovative battery electrolyte material. With the help of MatterGen, an AI system akin to a search engine, researchers can explore novel material options with…
Video
How will AI transform precision medicine? – Ava Amini
Ava Amini explores the role of AI in precision medicine, with a focus on personalized cancer treatments. By leveraging AI to analyze broad biological data sets, researchers aim to tailor therapies to individual patients based…
Publication
Observer Effect in Social Media Use
Tool
Federated Learning under Distributed Concept Drift (FedDrift)
This repository is the source code for our paper: Federated Learning under Distributed Concept Drift (AISTATS’23) (opens in new tab).
Microsoft Research Blog
LLM profiling guides KV cache optimization
LLMs rely on memory-intensive mechanisms like the key-value (KV) cache to store and quickly retrieve data. FastGen optimizes KV cache usage, reducing LLM memory demands by up to 50% while maintaining performance.
