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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
7132013
Modeling user rating profiles for collaborative filtering
BM Marlin
Advances in neural information processing systems 16, 2003
4442003
Collaborative filtering and the missing at random assumption
B Marlin, RS Zemel, S Roweis, M Slaney
arXiv preprint arXiv:1206.5267, 2012
3262012
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
3212009
Collaborative filtering: A machine learning perspective
B Marlin
University of Toronto, 2004
2522004
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
2072013
Inductive principles for restricted Boltzmann machine learning
B Marlin, K Swersky, B Chen, N Freitas
Proceedings of the thirteenth international conference on artificial …, 2010
1952010
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
1912012
Missing data problems in machine learning
BM Marlin
University of Toronto, 2008
1662008
Misgan: Learning from incomplete data with generative adversarial networks
SCX Li, B Jiang, B Marlin
arXiv preprint arXiv:1902.09599, 2019
1522019
Digitizing clinical trials
OT Inan, P Tenaerts, SA Prindiville, HR Reynolds, DS Dizon, ...
NPJ digital medicine 3 (1), 101, 2020
1302020
Active collaborative filtering
C Boutilier, RS Zemel, B Marlin
arXiv preprint arXiv:1212.2442, 2012
1262012
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
1192015
The multiple multiplicative factor model for collaborative filtering
B Marlin, RS Zemel
Proceedings of the twenty-first international conference on Machine learning, 73, 2004
1042004
On autoencoders and score matching for energy based models
K Swersky, MA Ranzato, D Buchman, ND Freitas, BM Marlin
Proceedings of the 28th international conference on machine learning (ICML …, 2011
982011
Interpolation-prediction networks for irregularly sampled time series
SN Shukla, BM Marlin
arXiv preprint arXiv:1909.07782, 2019
952019
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
902015
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
852014
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
852010
Variational bounds for mixed-data factor analysis
MEE Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems 23, 2010
792010
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Articles 1–20