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UAPD: Predicting Urban Anomalies from Spatial-Temporal Data
Wu, Xian, Dong, Yuxiao, Huang, Chao, Xu, Jian, Wang, Dong, Chawla, Nitesh V.
Published in Machine Learning and Knowledge Discovery in Databases (01.01.2017)
Published in Machine Learning and Knowledge Discovery in Databases (01.01.2017)
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Bayesian Optimization with a Prior for the Optimum
Souza, Artur, Nardi, Luigi, Oliveira, Leonardo B., Olukotun, Kunle, Lindauer, Marius, Hutter, Frank
Published in Machine Learning and Knowledge Discovery in Databases. Research Track (2021)
Published in Machine Learning and Knowledge Discovery in Databases. Research Track (2021)
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Conference Proceeding
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Differentially Private Hypothesis Transfer Learning
Wang, Yang, Gu, Quanquan, Brown, Donald
Published in Machine Learning and Knowledge Discovery in Databases (2019)
Published in Machine Learning and Knowledge Discovery in Databases (2019)
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Lagrangian Duality for Constrained Deep Learning
Fioretto, Ferdinando, Van Hentenryck, Pascal, Mak, Terrence W. K., Tran, Cuong, Baldo, Federico, Lombardi, Michele
Published in Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track (2021)
Published in Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track (2021)
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ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification
Rymarczyk, Dawid, Pardyl, Adam, Kraus, Jarosław, Kaczyńska, Aneta, Skomorowski, Marek, Zieliński, Bartosz
Published in Machine Learning and Knowledge Discovery in Databases (2023)
Published in Machine Learning and Knowledge Discovery in Databases (2023)
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Cooperative Multi-agent Policy Gradient
Bono, Guillaume, Dibangoye, Jilles Steeve, Matignon, Laëtitia, Pereyron, Florian, Simonin, Olivier
Published in Machine Learning and Knowledge Discovery in Databases (01.01.2019)
Published in Machine Learning and Knowledge Discovery in Databases (01.01.2019)
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Book Chapter