Scott Sanner

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Lexing XieAustralian National UniversityVerified email at anu.edu.au
Suvash SedhainTwitter IncVerified email at twitter.com
Leliane Nunes de BarrosProfessor of the Computer Science Department at University of São Paulo, BrazilVerified email at ime.usp.br
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Shengbo GuoSenior Research Scientist, FacebookVerified email at sisa.samsung.com
Mohamed Reda BouadjenekLecturer (Assistant Professor) of Applied Artificial Intelligence at Deakin UniversityVerified email at deakin.edu.au
Karina Valdivia DelgadoUniversidade de São PauloVerified email at usp.br
Ehsan AbbasnejadAustralian Institute for Machine Learning, University of AdelaideVerified email at adelaide.edu.au
Kristian KerstingProfessor of AI & Machine Learning, TU Darmstadt, Co-Director of hessian.ai, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Harold SohAssistant Professor at National University of SingaporeVerified email at comp.nus.edu.sg
Craig BoutilierPrincipal Scientist, GoogleVerified email at google.com
Wray BuntineProfessor, VinUniversityVerified email at vinuni.edu.vn
Edwin V. BonillaPrincipal Research Scientist, CSIRO's Data61Verified email at data61.csiro.au
Manuel CebrianUniversidad Carlos III de MadridVerified email at uc3m.es
Marian-Andrei RIZOIUUniversity of Technology SydneyVerified email at uts.edu.au
Sheila McIlraithProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Darius BraziunasTD Bank GroupVerified email at cs.toronto.edu
Kurt DriessensAssociate Professor, Maastricht UniversityVerified email at maastrichtuniversity.nl
Peter ChristenProfessor, Australian National UniversityVerified email at anu.edu.au
Khoi-Nguyen TranResearch Software Engineer, IBM Almaden Research CenterVerified email at ibm.com

Scott Sanner

University of Toronto

Verified email at mie.utoronto.ca - Homepage

Artificial Intelligence Machine Learning Information Retrieval


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Autorec: Autoencoders meet collaborative filtering S Sedhain, AK Menon, S Sanner, L Xie Proceedings of the 24th international conference on World Wide Web, 111-112, 2015	988	2015
Improving lda topic models for microblogs via tweet pooling and automatic labeling R Mehrotra, S Sanner, W Buntine, L Xie Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013	531	2013
Relational dynamic influence diagram language (rddl): Language description S Sanner Unpublished ms. Australian National University 32, 27, 2010	259	2010
Towards object mapping in non-stationary environments with mobile robots R Biswas, B Limketkai, S Sanner, S Thrun IEEE/RSJ international conference on intelligent robots and systems 1, 1014-1019, 2002	181	2002
Expecting to be hip: Hawkes intensity processes for social media popularity MA Rizoiu, L Xie, S Sanner, M Cebrian, H Yu, P Van Hentenryck Proceedings of the 26th international conference on world wide web, 735-744, 2017	162	2017
The 2014 international planning competition: Progress and trends M Vallati, L Chrpa, M Grześ, TL McCluskey, M Roberts, S Sanner Ai Magazine 36 (3), 90-98, 2015	134	2015
Social collaborative filtering for cold-start recommendations S Sedhain, S Sanner, D Braziunas, L Xie, J Christensen Proceedings of the 8th ACM Conference on Recommender systems, 345-348, 2014	134	2014
A survey of the seventh international planning competition A Coles, A Coles, AG Olaya, S Jiménez, CL López, S Sanner, S Yoon Ai Magazine 33 (1), 83-88, 2012	127	2012
Deep learning with microfluidics for biotechnology J Riordon, D Sovilj, S Sanner, D Sinton, EWK Young Trends in biotechnology 37 (3), 310-324, 2019	119	2019
Practical solution techniques for first-order MDPs S Sanner, C Boutilier Artificial Intelligence 173 (5-6), 748-788, 2009	113	2009
Algorithms for direct 0–1 loss optimization in binary classification T Nguyen, S Sanner International Conference on Machine Learning, 1085-1093, 2013	112	2013
Affine algebraic decision diagrams (AADDs) and their application to structured probabilistic inference S Sanner, D McAllester IJCAI 2005, 1384-1390, 2005	106	2005
Gaussian process preference elicitation E Bonilla, S Sanner Neural Information Processing Systems (NIPS), 2010	102*	2010
Efficient solutions to factored MDPs with imprecise transition probabilities KV Delgado, S Sanner, LN De Barros Artificial Intelligence 175 (9-10), 1498-1527, 2011	101	2011
Real-time multiattribute bayesian preference elicitation with pairwise comparison queries S Guo, S Sanner AI and Statistics (AISTATS), 2010	99	2010
New objective functions for social collaborative filtering J Noel, S Sanner, KN Tran, P Christen, L Xie, EV Bonilla, E Abbasnejad, ... Proceedings of the 21st international conference on World Wide Web, 859-868, 2012	94	2012
Symbolic dynamic programming for first-order POMDPs S Sanner, K Kersting Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010	90	2010
Achieving efficient and cognitively plausible learning in backgammon S Sanner, J R Anderson, C Lebiere, M Lovett Carnegie Mellon University, 2000	90	2000
Approximate linear programming for first-order MDPs S Sanner, C Boutilier arXiv preprint arXiv:1207.1415, 2012	77	2012
A longitudinal study of thermostat behaviors based on climate, seasonal, and energy price considerations using connected thermostat data B Huchuk, W O'Brien, S Sanner Building and Environment 139, 199-210, 2018	68	2018

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