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- University of MinnesotaUS133 papers
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- Goddard Space Flight CenterUS7 papers
- Jet Propulsion LaboratoryUS6 papers
- Pennsylvania State UniversityUS6 papers
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- FHNW University of Applied Sciences and Arts Northwestern SwitzerlandCH4 papers
9 papers · 1 filter
Multilayer tensor factorization with applications to recommender systems
Xuan Bi, Annie Qu, Xiaotong Shen
Recommender systems have been widely adopted by electronic commerce and entertainment industries for individualized prediction and recommendation, which benefit consumers and impro…
Sparse Linear Isotonic Models
Sheng Chen, Arindam Banerjee
In machine learning and data mining, linear models have been widely used to model the response as parametric linear functions of the predictors. To relax such stringent assumptions…
Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
Recently proposed models which learn to write computer programs from data use either input/output examples or rich execution traces. Instead, we argue that a novel alternative is t…
Supervisory observer for parameter and state estimation of nonlinear systems using the DIRECT algorithm
Michelle S. Chong, Romain Postoyan, Sei Zhen Khong +1
A supervisory observer is a multiple-model architecture, which estimates the parameters and the states of nonlinear systems. It consists of a bank of state observers, where each ob…
Bullen's parameter as a seismic observable for spin crossovers in the lower mantle
Juan J. Valencia-Cardona, Quentin Williams, Gaurav Shukla +1
Elastic anomalies produced by the spin crossover in ferropericlase have been documented by both first principles calculations and high pressure-temperature experiments. The predict…
Microflare Heating of a Solar Active Region Observed with NuSTAR, Hinode/XRT, and SDO/AIA
Paul J. Wright, Iain G. Hannah, Brian W. Grefenstette +7
NuSTAR is a highly sensitive focusing hard X-ray (HXR) telescope and has observed several small microflares in its initial solar pointings. In this paper, we present the first join…