Samantha Hansen

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 6

Top Topics

Nonnegative Matrix Factorization

Recurrent Neural Networks

Cascade Correlation

Top Venues

Multim. Tools Appl.

Publications

Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, Ben Carterette
Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms. WSDM (2019)
James McInerney, Benjamin Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson, Rishabh Mehrotra
Explore, exploit, and explain: personalizing explainable recommendations with bandits. RecSys (2018)
Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, Bart Dhoedt
Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales. Multim. Tools Appl. 77 (12) (2018)
Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, Bart Dhoedt
Large-Scale User Modeling with Recurrent Neural Networks for Music Discovery on Multiple Time Scales. CoRR (2017)
Samantha Hansen
Using Deep Q-Learning to Control Optimization Hyperparameters. CoRR (2016)
Samantha Hansen, Todd D. Plantenga, Tamara G. Kolda
Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations. Optim. Methods Softw. 30 (5) (2015)
Samantha Hansen, Todd D. Plantenga, Tamara G. Kolda
Newton-Based Optimization for Nonnegative Tensor Factorizations CoRR (2013)
Samantha Hansen, Jorge Nocedal
Second-order methods for L1 regularized problems in machine learning. ICASSP (2012)