Exponential Family Embeddings

no code implementations • NeurIPS 2016 • Maja R. Rudolph, Francisco J. R. Ruiz, Stephan Mandt, David M. Blei

In this paper, we develop exponential family embeddings, a class of methods that extends the idea of word embeddings to other types of high-dimensional data.

Dimensionality Reduction Movie Recommendation +3

Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve

no code implementations • 24 Jun 2015 • Maja R. Rudolph, Joseph G. Ellis, David M. Blei

In this paper, we develop a probabilistic method to learn a profitable strategy to set the reserve price.

Decision Making regression