Fast, accurate, stable and tiny – Breathing life into IoT devices with an innovative algorithmic approach
In the larger quest to make the Internet of Things (IoT) a reality for people everywhere, building devices that can be both ultrafunctional and beneficent isn’t a simple matter. Particularly in the arena of resource-constrained, real-time scenarios, the hurdles are…
Learning to teach: Mutually enhanced learning and teaching for artificial intelligence
| Fei Tian
Teaching is super important. From an individual perspective, a student learning on his or her own is never ideal; a student needs a teacher's guidance and perspective to be more effectively educated. Taking the societal perspective, teaching enables civilization to…
Chasing convex bodies and other random topics with Dr. Sébastien Bubeck
Episode 53, December 5, 2018 - Dr. Sébastien Bubeck explains the difficulty of the multi-armed bandit problem in the context of a parameter- and data-rich online world. He also discusses a host of topics from randomness and convex optimization to…
In the news | Forbes
Microsoft Puts More Brain-Power Into Machine Learning For Azure Cloud
The advancements that now come forward in this part of Microsoft's ML brain play result in part from experimentation carried out by Nicolo Fusi, who works in the automated machine learning research team at Microsoft Research.
Unlikely research area reveals surprising twist in non-smooth optimization
| Sébastien Bubeck
Modern machine learning is characterized by two key features: high-dimensional models and very large datasets. Each of these features presents its own unique challenges, from basic issues such as storing and accessing all of the data to more intricate mathematical…
In the news | The Register
SEAL up your data just like Microsoft: Redmond open-sources ‘simple’ homomorphic encryption blueprints
To accelerate the standardisation of homomorphic encryption, Microsoft has open sourced its 'Simple Encrypted Arithmetic Library.' Homomorphic encryption is designed to better protect Internet-facing databases.
In the news | Packt
Microsoft open sources (SEAL) Simple Encrypted Arithmetic Library 3.1.0, with aims to standardize homomorphic encryption
Yesterday, Microsoft with the goal to standardize homomorphic encryption, open sourced Microsoft Simple Encrypted Arithmetic Library (Microsoft SEAL) under the MIT License. It is an easy-to-use homomorphic encryption library developed by researchers in the Cryptography Research group at Microsoft.