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Author

Scott Sanner

Observed names: S. Sanner, Sanner Scott, Sanner, Scott
Observed institutions: Australian National University, Tufts University, Oregon State University, University of Waterloo, Universidade de São Paulo, University of Toronto, Vector Institute, Data61, Carnegie Mellon University, Stanford University
ORCID: 0000-0001-7984-8394
Observed ORCID: 0000-0001-7984-8394
OpenAlex ID: A5028174137
AutoRec
2015 · Suvash Sedhain, Aditya Krishna Menon, et al. · International World Wide Web Conference (WWW) · 1,189
Improving LDA topic models for microblogs via tweet pooling and automatic labeling
2013 · Rishabh Mehrotra, Scott Sanner, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 468
Online continual learning in image classification: An empirical survey
2021 · Zheda Mai, Ruiwen Li, et al. · Neurocomputing · 422
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Deep Learning with Microfluidics for Biotechnology
2018 · Jason Riordon, Dušan Sovilj, et al. · Trends in biotechnology · 225
Online Class-Incremental Continual Learning with Adversarial Shapley Value
2021 · Dongsub Shim, Zheda Mai, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 203
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning
2021 · Zheda Mai, Ruiwen Li, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 191
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A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
2024 · Yashar Deldjoo, Zhankui He, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 141
Deep learning-based selection of human sperm with high DNA integrity
2019 · Christopher McCallum, Jason Riordon, et al. · Communications Biology · 136
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A Deep Learning-Based Cyberattack Detection System for Transmission Protective Relays
2020 · Yew Meng Khaw, Amir Abiri Jahromi, et al. · IEEE Transactions on Smart Grid · 131
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Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences
2023 · Scott Sanner, Krisztian Balog, et al. · ACM Conference on Recommender Systems (RecSys) · 129
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Social collaborative filtering for cold-start recommendations
2014 · Suvash Sedhain, Scott Sanner, et al. · ACM Conference on Recommender Systems (RecSys) · 118
The 2014 International Planning Competition: Progress and Trends
2015 · Mauro Vallati, Lukáš Chrpa, et al. · AI Magazine · 114
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Expecting to be HIP
2017 · Marian-Andrei Rizoiu, Lexing Xie, et al. · International World Wide Web Conference (WWW) · 112
Comparison of machine learning models for occupancy prediction in residential buildings using connected thermostat data
2019 · Brent Huchuk, Scott Sanner, et al. · Building and Environment · 108
A Survey of the Seventh International Planning Competition
2012 · Amanda Coles, Andrew Coles, et al. · AI Magazine · 106
TransCAM: Transformer attention-based CAM refinement for Weakly supervised semantic segmentation
2023 · Ruiwen Li, Zheda Mai, et al. · Journal of Visual Communication and Image Representation · 95
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A longitudinal study of thermostat behaviors based on climate, seasonal, and energy price considerations using connected thermostat data
2018 · Brent Huchuk, William O'Brien, et al. · Building and Environment · 93
Towards object mapping in non-stationary environments with mobile robots
2003 · R. Biswas, B. Limketkai, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 91
Practical solution techniques for first-order MDPs
2008 · Scott Sanner, Craig Boutilier · Artificial Intelligence · 78
Symbolic Dynamic Programming for First-order POMDPs
2010 · Scott Sanner, Kristian Kersting · Proceedings of the AAAI Conference on Artificial Intelligence · 77
Gaussian Process Preference Elicitation
2010 · Shengbo Guo, Scott Sanner, et al. · 74
Low-Rank Linear Cold-Start Recommendation from Social Data
2017 · Suvash Sedhain, Aditya Menon, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 69
Algorithms for Direct 01 Loss Optimization in Binary Classification
2013 · Tan M. Nguyen, Scott Sanner · 69
Sequential Bayesian Optimisation for Spatial-Temporal Monitoring
2014 · Roman Marchant, Fabio Ramos, et al. · 62
New objective functions for social collaborative filtering
2012 · Joseph Noel, Scott Sanner, et al. · International World Wide Web Conference (WWW) · 62
Works count: 293
Citation count: 7,185
H-index: 41
I10-index: 105
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