Samantha Hansen

According to our database, Samantha Hansen authored at least 7 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms.

Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, Ben Carterette

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018

Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales.

Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, Bart Dhoedt

Multim. Tools Appl., 2018

Explore, exploit, and explain: personalizing explainable recommendations with bandits.

James McInerney, Benjamin Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson, Rishabh Mehrotra

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2016

Using Deep Q-Learning to Control Optimization Hyperparameters.

Samantha Hansen

CoRR, 2016

2015

Newton-based optimization for Kullback-Leibler nonnegative tensor factorizations.

Samantha Hansen, Todd D. Plantenga, Tamara G. Kolda

Optim. Methods Softw., 2015

2013

Newton-Based Optimization for Nonnegative Tensor Factorizations

Samantha Hansen, Todd D. Plantenga, Tamara G. Kolda

CoRR, 2013

2012

Second-order methods for L1 regularized problems in machine learning.

Samantha Hansen, Jorge Nocedal

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012