Benjamin M. Marlin
Benjamin M. Marlin
College of Information and Computer Sciences, UMass Amherst
Verified email at umass.edu - Homepage
Title
Cited by
Cited by
Year
Relation extraction with matrix factorization and universal schemas
S Riedel, L Yao, A McCallum, BM Marlin
Proceedings of the 2013 Conference of the North American Chapter of the …, 2013
5372013
Modeling user rating profiles for collaborative filtering
BM Marlin
Advances in neural information processing systems, 627-634, 2004
4022004
Collaborative filtering: A machine learning perspective
B Marlin
University of Toronto, 2004
2312004
Collaborative filtering and the missing at random assumption
B Marlin, RS Zemel, S Roweis, M Slaney
arXiv preprint arXiv:1206.5267, 2012
2232012
Collaborative prediction and ranking with non-random missing data
BM Marlin, RS Zemel
Proceedings of the third ACM conference on Recommender systems, 5-12, 2009
2172009
Inductive principles for restricted Boltzmann machine learning
B Marlin, K Swersky, B Chen, N Freitas
Proceedings of the Thirteenth International Conference on Artificial …, 2010
1562010
Practical prediction and prefetch for faster access to applications on mobile phones
A Parate, M Böhmer, D Chu, D Ganesan, BM Marlin
Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013
1522013
Unsupervised pattern discovery in electronic health care data using probabilistic clustering models
BM Marlin, DC Kale, RG Khemani, RC Wetzel
Proceedings of the 2nd ACM SIGHIT international health informatics symposium …, 2012
1342012
Missing data problems in machine learning
B Marlin
1282008
Active collaborative filtering
C Boutilier, RS Zemel, B Marlin
arXiv preprint arXiv:1212.2442, 2012
1132012
The multiple multiplicative factor model for collaborative filtering
B Marlin, RS Zemel
Proceedings of the twenty-first international conference on Machine learning, 73, 2004
852004
On autoencoders and score matching for energy based models
K Swersky, MA Ranzato, D Buchman, BM Marlin, N de Freitas
ICML, 2011
822011
puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation
N Saleheen, AA Ali, SM Hossain, H Sarker, S Chatterjee, B Marlin, E Ertin, ...
Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015
782015
A tutorial on stochastic approximation algorithms for training restricted Boltzmann machines and deep belief nets
K Swersky, B Chen, B Marlin, N De Freitas
2010 Information Theory and Applications Workshop (ITA), 1-10, 2010
732010
iShadow: design of a wearable, real-time mobile gaze tracker
A Mayberry, P Hu, B Marlin, C Salthouse, D Ganesan
Proceedings of the 12th annual international conference on Mobile systems …, 2014
662014
Analysis and synthesis of 3D shape families via deep‐learned generative models of surfaces
H Huang, E Kalogerakis, B Marlin
Computer Graphics Forum 34 (5), 25-38, 2015
632015
Deep learning of invariant spatio-temporal features from video
B Chen
University of British Columbia, 2010
602010
Variational bounds for mixed-data factor analysis
MEE Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
602010
A scalable end-to-end gaussian process adapter for irregularly sampled time series classification
SCX Li, BM Marlin
Advances in neural information processing systems, 1804-1812, 2016
52*2016
Sparse Gaussian graphical models with unknown block structure
BM Marlin, KP Murphy
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
492009
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Articles 1–20