Concepedia

Samantha Hansen

SH

Statistics

Publications

6

Citations

809

H-Index

6

Active since

2014

Affiliations

University of Colorado Boulder(Current)

Northwestern University

Photon Spot (United States)

Samantha Hansen is an author at University of Colorado Boulder specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceMusicData MiningInverse ProblemsNumerical AnalysisKnowledge DiscoveryApproximation Theory

Publications per year

2014–2019

6

Publications

6

A Stochastic Quasi-Newton Method for Large-Scale Optimization

Richard H. Byrd, Samantha Hansen, Jorge Nocedal et al. · SIAM Journal on Optimization · 2016 · 442 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Explore, exploit, and explain

James O. McInerney, Benjamin Lacker, Samantha Hansen et al. · 2018 · 145 citations

Artificial Intelligence, Engineering, Machine Learning +24

Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms

Alois Gruson, Praveen Chandar, Christophe Charbuillet et al. · 2019 · 133 citations

Music, Engineering, Text Mining +19

A Stochastic Quasi-Newton Method for Large-Scale Optimization

Richard H. Byrd, Samantha Hansen, Jorge Nocedal et al. · arXiv (Cornell University) · 2014 · 46 citations · Full text

Numerical Analysis, Mathematical Programming, Stochastic Quasi-newton Method +13

Using Deep Q-Learning to Control Optimization Hyperparameters

Samantha Hansen · arXiv (Cornell University) · 2016 · 23 citations · Full text

Artificial Intelligence, Reward Function, Hyperparameter Estimation +15

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