Benjamin M. Marlin

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Deepak GanesanProfessor of Computer Science, UMass AmherstVerified email at cs.umass.edu
Richard ZemelProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Satya Narayan ShuklaMeta AIVerified email at meta.com
Colin SamplawskiPhD Candidate, University of Massachusetts AmherstVerified email at cs.umass.edu
Abhinav ParateLumme Inc. & University of Massachusetts AmherstVerified email at cs.umass.edu
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Addison MayberryResearch Assistant in Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Steven Cheng-Xian LiUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Predrag KlasnjaAssociate Professor, School of Information, University of MichiganVerified email at umich.edu
Roy AdamsJohns Hopkins UniversityVerified email at jhu.edu
Kevin SwerskyGoogle BrainVerified email at cs.toronto.edu
Thomas K. HoustonWake Forest School of MedicineVerified email at wakehealth.edu
Rajani SadasivamUniversity of Massachusetts Medical SchoolVerified email at umassmed.edu
Santosh KumarLillian & Morrie Moss Chair of Excellence Professor, Computer Science, University of MemphisVerified email at memphis.edu
Meet P. VaderaAmazonVerified email at amazon.com
Bo ChenGoogle. Inc / CaltechVerified email at google.com
Bonnie SpringProfessor of Preventive Medicine, Psychology, & Psychiatry, Northwestern UniversityVerified email at northwestern.edu
Emre ErtinAssociate Professor, The Ohio State UniversityVerified email at osu.edu

Benjamin M. Marlin

Manning College of Information and Computer Sciences, UMass Amherst

Verified email at umass.edu - Homepage

Machine learning


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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	803	2013
Modeling user rating profiles for collaborative filtering BM Marlin Advances in neural information processing systems 16, 2003	472	2003
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	403	2009
Collaborative filtering and the missing at random assumption B Marlin, RS Zemel, S Roweis, M Slaney arXiv preprint arXiv:1206.5267, 2012	399	2012
Collaborative filtering: A machine learning perspective B Marlin University of Toronto, 2004	267	2004
Misgan: Learning from incomplete data with generative adversarial networks SCX Li, B Jiang, B Marlin arXiv preprint arXiv:1902.09599, 2019	256	2019
Digitizing clinical trials OT Inan, P Tenaerts, SA Prindiville, HR Reynolds, DS Dizon, ... NPJ digital medicine 3 (1), 101, 2020	252	2020
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	239	2013
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	220	2012
Inductive principles for restricted Boltzmann machine learning B Marlin, K Swersky, B Chen, N Freitas Proceedings of the thirteenth international conference on artificial …, 2010	209	2010
Missing data problems in machine learning BM Marlin University of Toronto, 2008	182	2008
Multi-time attention networks for irregularly sampled time series SN Shukla, BM Marlin arXiv preprint arXiv:2101.10318, 2021	179	2021
Interpolation-prediction networks for irregularly sampled time series SN Shukla, BM Marlin arXiv preprint arXiv:1909.07782, 2019	170	2019
Active collaborative filtering C Boutilier, RS Zemel, B Marlin arXiv preprint arXiv:1212.2442, 2012	138	2012
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	134	2015
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	121	2011
The multiple multiplicative factor model for collaborative filtering B Marlin, RS Zemel Proceedings of the twenty-first international conference on Machine learning, 73, 2004	109	2004
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	107	2015
A scalable end-to-end gaussian process adapter for irregularly sampled time series classification SCX Li, BM Marlin Advances in neural information processing systems 29, 2016	104	2016
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	94	2014

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