Data platforms and analytics
Publication
Columnar Storage Formats
Video
NW-NLP 2018: Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication, Keep your bearings: Lightly-supervised Information Extraction with Ladder Networks that avoids Semantic Drift, and more.
The fifth Pacific Northwest Regional Natural Language Processing Workshop will be held on Friday, April 27, 2018, in Redmond, WA. We accepted abstracts and papers on all aspects of natural language text and speech processing,…
Video
On Gradient-Based Optimization: Accelerated, Stochastic and Nonconvex
Many new theoretical challenges have arisen in the area of gradient-based optimization for large-scale statistical data analysis, driven by the needs of applications and the opportunities provided by new hardware and software platforms. I discuss…
Publication
Data Visualization on Mobile Devices
Project
Microsoft Academic Graph (MAG) Analytics
The Microsoft Academic Graph (MAG) is a knowledge graph of scholarly publications structured around the following entity types: publication, author, author affiliation (institution), publication venue (journals and conferences), field of study (topic). It contains publication dates, as…