10.9k citations
- SLAC National Accelerator LaboratoryUS1.4k papers
- Kavli Institute for Particle Astrophysics and CosmologyUS1.2k papers
- Centre National de la Recherche ScientifiqueFR701 papers
- University of California, BerkeleyUS633 papers
- California Institute of TechnologyUS565 papers
- Lawrence Berkeley National LaboratoryUS562 papers
- University of MichiganUS527 papers
- University of ChicagoUS523 papers
- University College LondonGB485 papers
- Massachusetts Institute of TechnologyUS471 papers
- University of CambridgeGB434 papers
- Sorbonne UniversitéFR426 papers
Showing 2018 · cs.LGShow all
2 papers · 2 filters
cs.LG2018★ 3 cited
Balanced Linear Contextual Bandits
Maria Dimakopoulou, Zhengyuan Zhou, Susan Athey +1
Contextual bandit algorithms are sensitive to the estimation method of the outcome model as well as the exploration method used, particularly in the presence of rich heterogeneity…
cs.LG2018★ 116 cited
On the Dimensionality of Word Embedding
Zi Yin, Yuanyuan Shen
In this paper, we provide a theoretical understanding of word embedding and its dimensionality. Motivated by the unitary-invariance of word embedding, we propose the Pairwise Inner…