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stat.ML2017★ 16 cited
Dynamic Bernoulli Embeddings for Language Evolution
Maja Rudolph, David Blei
Word embeddings are a powerful approach for unsupervised analysis of language. Recently, Rudolph et al. (2016) developed exponential family embeddings, which cast word embeddings i…
stat.ML2015
Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve
Maja R. Rudolph, Joseph G. Ellis, David M. Blei
Many online companies sell advertisement space in second-price auctions with reserve. In this paper, we develop a probabilistic method to learn a profitable strategy to set the res…