DUNEScan: a web server for uncertainty estimation in skin cancer detection with deep neural networks
Mazoure, Bogdan, Mazoure, Alexander, Bédard, Jocelyn, Makarenkov, Vladimir
Published in Scientific reports (07.01.2022)
Published in Scientific reports (07.01.2022)
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Journal Article
Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms
Nail Chabane, Achraf Bouaoune, Reda Tighilt, Moloud Abdar, Alix Boc, Etienne Lord, Nadia Tahiri, Bogdan Mazoure, U. Rajendra Acharya, Vladimir Makarenkov
Published in PloS one (01.12.2022)
Published in PloS one (01.12.2022)
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Journal Article
Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms
Chabane, Nail, Bouaoune, Achraf, Tighilt, Reda, Abdar, Moloud, Boc, Alix, Lord, Etienne, Tahiri, Nadia, Mazoure, Bogdan, Acharya, U Rajendra, Makarenkov, Vladimir
Published in PloS one (01.12.2022)
Published in PloS one (01.12.2022)
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Journal Article
Learning Gaussian Graphical Models With Ordered Weighted [Formula Omitted] Regularization
Mazza-Anthony, Cody, Mazoure, Bogdan, Coates, Mark
Published in IEEE transactions on signal processing (01.01.2021)
Published in IEEE transactions on signal processing (01.01.2021)
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Journal Article
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning
Abdar, Moloud, Samami, Maryam, Dehghani Mahmoodabad, Sajjad, Doan, Thang, Mazoure, Bogdan, Hashemifesharaki, Reza, Liu, Li, Khosravi, Abbas, Acharya, U. Rajendra, Makarenkov, Vladimir, Nahavandi, Saeid
Published in Computers in biology and medicine (01.08.2021)
Published in Computers in biology and medicine (01.08.2021)
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Journal Article
Detecting and removing multiplicative spatial bias in high-throughput screening technologies
Caraus, Iurie, Mazoure, Bogdan, Nadon, Robert, Makarenkov, Vladimir
Published in Bioinformatics (Oxford, England) (15.10.2017)
Published in Bioinformatics (Oxford, England) (15.10.2017)
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Journal Article
Low-Rank Representation of Reinforcement Learning Policies
Mazoure, Bogdan, Doan, Thang, Li, Tianyu, Makarenkov, Vladimir, Pineau, Joelle, Precup, Doina, Rabusseau, Guillaume
Published in The Journal of artificial intelligence research (01.01.2022)
Published in The Journal of artificial intelligence research (01.01.2022)
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Journal Article
Exploring Attention Mechanism for Acoustic-based Classification of Speech Utterances into System-directed and Non-system-directed
Norouzian, Atta, Mazoure, Bogdan, Connolly, Dermot, Willett, Daniel
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
On the benefits of pixel-based hierarchical policies for task generalization
Cristea-Platon, Tudor, Mazoure, Bogdan, Susskind, Josh, Talbott, Walter
Year of Publication 26.07.2024
Year of Publication 26.07.2024
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Journal Article
Accelerating exploration and representation learning with offline pre-training
Mazoure, Bogdan, Bruce, Jake, Precup, Doina, Fergus, Rob, Anand, Ankit
Year of Publication 31.03.2023
Year of Publication 31.03.2023
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Journal Article
Contrastive Value Learning: Implicit Models for Simple Offline RL
Mazoure, Bogdan, Eysenbach, Benjamin, Nachum, Ofir, Tompson, Jonathan
Year of Publication 03.11.2022
Year of Publication 03.11.2022
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Journal Article
Grounding Multimodal Large Language Models in Actions
Szot, Andrew, Mazoure, Bogdan, Agrawal, Harsh, Hjelm, Devon, Kira, Zsolt, Toshev, Alexander
Year of Publication 12.06.2024
Year of Publication 12.06.2024
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Journal Article