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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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Confound Removal and Normalization in Practice: A Neuroimaging Based Sex Prediction Case Study
More, Shammi, Eickhoff, Simon B., Caspers, Julian, Patil, Kaustubh R.
Published in Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track (01.01.2021)
Published in Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track (01.01.2021)
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Deep Reinforcement Learning for Large-Scale Epidemic Control
Libin, Pieter J. K., Moonens, Arno, Verstraeten, Timothy, Perez-Sanjines, Fabian, Hens, Niel, Lemey, Philippe, Nowé, Ann
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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CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies
Sun, Jiao, Yue, Mingxuan, Lin, Zongyu, Yang, Xiaochen, Nocera, Luciano, Kahn, Gabriel, Shahabi, Cyrus
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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Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition
Sun, Wei, Ji, Shaoxiong, Denti, Tuulia, Moen, Hans, Kerro, Oleg, Rannikko, Antti, Marttinen, Pekka, Koskinen, Miika
Published in Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track (2023)
Published in Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track (2023)
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Automated Integration of Genomic Metadata with Sequence-to-Sequence Models
Cannizzaro, Giuseppe, Leone, Michele, Bernasconi, Anna, Canakoglu, Arif, Carman, Mark J.
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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Why Did My Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction Data
Spenrath, Yorick, Hassani, Marwan, Dongen, Boudewijn van, Tariq, Haseeb
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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Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning
Guidotti, Riccardo, Nanni, Mirco, Giannotti, Fosca, Pedreschi, Dino, Bertoli, Simone, Speciale, Biagio, Rapoport, Hillel
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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Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM
Sorano, Danilo, Carrara, Fabio, Cintia, Paolo, Falchi, Fabrizio, Pappalardo, Luca
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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