research
∙
03/25/2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings
We demonstrate the utility of a new methodological tool, neural-network ...
share
research
∙
01/30/2018
Low-rank Bandit Methods for High-dimensional Dynamic Pricing
We consider high dimensional dynamic multi-product pricing with an evolv...
research
∙
12/28/2017
Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels
There has been growing interest in how economists can import machine lea...
research
∙
12/18/2017
Accurate Inference for Adaptive Linear Models
Estimators computed from adaptively collected data do not behave like th...
research
∙
06/25/2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Word embeddings, which represent a word as a point in a vector space, ha...
research
∙
12/30/2016
Counterfactual Prediction with Deep Instrumental Variables Networks
We are in the middle of a remarkable rise in the use and capability of a...
research
∙
04/27/2015