Benjamin M. Marlin
Benjamin M. Marlin
College of Information and Computer Sciences, UMass Amherst
Verified email at umass.edu - Homepage
TitleCited byYear
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
4202013
Modeling user rating profiles for collaborative filtering
BM Marlin
Advances in neural information processing systems, 627-634, 2004
3812004
Collaborative filtering: A machine learning perspective
B Marlin
University of Toronto, 2004
2152004
Collaborative filtering and the missing at random assumption
B Marlin, RS Zemel, S Roweis, M Slaney
arXiv preprint arXiv:1206.5267, 2012
2052012
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
1902009
Inductive principles for restricted Boltzmann machine learning
B Marlin, K Swersky, B Chen, N Freitas
Proceedings of the Thirteenth International Conference on Artificial …, 2010
1472010
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
1392013
Missing data problems in machine learning
B Marlin
1152008
Active collaborative filtering
C Boutilier, RS Zemel, B Marlin
Proceedings of the Nineteenth conference on Uncertainty in Artificial …, 2002
1102002
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
1062012
The multiple multiplicative factor model for collaborative filtering
B Marlin, RS Zemel
Proceedings of the twenty-first international conference on Machine learning, 73, 2004
792004
On autoencoders and score matching for energy based models
K Swersky, D Buchman, ND Freitas, BM Marlin
Proceedings of the 28th international conference on machine learning (ICML …, 2011
772011
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
702010
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
662015
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
572015
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
572014
Deep learning of invariant spatio-temporal features from video
B Chen
University of British Columbia, 2010
542010
Variational bounds for mixed-data factor analysis
ME Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
532010
Sparse Gaussian graphical models with unknown block structure
BM Marlin, KP Murphy
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
452009
Eye tracker system and methods for detecting eye parameters
D Ganesan, BM Marlin, A MAYBERRY, C SALTHOUSE
US Patent App. 10/016,130, 2018
442018
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