Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
SAMF: a Self-adaptive Protein Modeling Framework
Publication
Self-Supervised Bug Detection and Repair
Video
Directions in ML: Latent Stochastic Differential Equations: An Unexplored Model Class [Talk]
We show how to do gradient-based stochastic variational inference in stochastic differential equations (SDEs), in a way that allows the use of adaptive SDE solvers. This allows us to scalably fit a new family of…
Tool
Multi-source Weak Social Supervision for Fake News Detection (MWSS)
This repository contains code for fake news detection with Multi-source Weak Social Supervision (MWSS), published at ECML-PKDD 2020. Social media has greatly enabled people to participate in online activities at an unprecedented rate. However, this…
Microsoft Research Blog
DeepSpeed: Accelerating large-scale model inference and training via system optimizations and compression
Last month, the DeepSpeed Team announced ZeRO-Infinity, a step forward in training models with tens of trillions of parameters. In addition to creating optimizations for scale, our team strives to introduce features that also improve…
Tool
Meta Representation Transformation for Low-resource Cross-Lingual Learning [Code]
This is a source code release for a published research at NAACL 2021. Paper Title: MetaXL: Meta Representation Transformation for Low-resource Cross-Lingual Learning Paper Abstract: The combination of multilingual pre-trained representations and cross-lingual transfer learning…