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34 papers · 1 filter
A Scalable Asynchronous Distributed Algorithm for Topic Modeling
Hsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun +2
Learning meaningful topic models with massive document collections which contain millions of documents and billions of tokens is challenging because of two reasons: First, one need…
Constraining nucleon strangeness
T. J. Hobbs, Mary Alberg, Gerald A. Miller
Determining the nonperturbative content of the nucleon has attracted considerable interest and been the subject of numerous experimental searches. These measurements use…
The entropic barrier: a simple and optimal universal self-concordant barrier
Sébastien Bubeck, Ronen Eldan
We prove that the Cramér transform of the uniform measure on a convex body in is a -self-concordant barrier, improving a seminal result of Nesterov and N…
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
Alex Tank, Nicholas J. Foti, Emily B. Fox
In theory, Bayesian nonparametric (BNP) models are well suited to streaming data scenarios due to their ability to adapt model complexity with the observed data. Unfortunately, suc…
Single Quantum Emitters in Monolayer Semiconductors
Yu-Ming He, G. Clark, J. R. Schaibley +9
Single quantum emitters (SQEs) are at the heart of quantum optics and photonic quantum information technologies. To date, all demonstrated solid-state single-photon sources are con…
H Emission From Active Equal-mass, Wide M Dwarf Binaries
Heather C. Gunning, Sarah J. Schmidt, James R. A. Davenport +3
We identify a sample of near-equal mass wide binary M dwarf systems from the SLoWPoKES catalog of common proper-motion binaries and obtain follow-up observations of their chromosph…