output
20132026
most citedModulating early visual processing by language

298 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2017 · stat.MLShow all

4 papers · 2 filters

stat.ML2017★ 5 cited

Bayesian nonparametric Principal Component Analysis

Clément Elvira, Pierre Chainais, Nicolas Dobigeon

Principal component analysis (PCA) is very popular to perform dimension reduction. The selection of the number of significant components is essential but often based on some practi…

stat.ML2017★ 6 cited

Zonotope hit-and-run for efficient sampling from projection DPPs

Guillaume Gautier, Rémi Bardenet, Michal Valko

Determinantal point processes (DPPs) are distributions over sets of items that model diversity using kernels. Their applications in machine learning include summary extraction and…

stat.ML2017★ 11 cited

Monte-Carlo Tree Search by Best Arm Identification

Emilie Kaufmann, Wouter Koolen

Recent advances in bandit tools and techniques for sequential learning are steadily enabling new applications and are promising the resolution of a range of challenging related pro…

stat.ML2017★ 30 cited

Thompson Sampling for Linear-Quadratic Control Problems

Marc Abeille, Alessandro Lazaric

We consider the exploration-exploitation tradeoff in linear quadratic (LQ) control problems, where the state dynamics is linear and the cost function is quadratic in states and con…