Benedikt Boecking

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Temporal Structure

Multiple Kernel Learning

Top Venues

Publications

Benedikt Boecking, Vincent Jeanselme, Artur Dubrawski
Constrained clustering and multiple kernel learning without pairwise constraint relaxation. Adv. Data Anal. Classif. 18 (2) (2024)
Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu, Fernando Pérez-García, Maximilian Ilse, Daniel C. Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Wetscherek, Matthew P. Lungren, Aditya V. Nori, Javier Alvarez-Valle, Ozan Oktay
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing. CoRR (2023)
Benedikt Boecking, Nicholas Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski
Generative Modeling Helps Weak Supervision (and Vice Versa). ICLR (2023)
Prakruthi Pradeep, Benedikt Boecking, Nicholas Gisolfi, Jacob R. Kintz, Torin K. Clark, Artur Dubrawski
Ordinal Programmatic Weak Supervision and Crowdsourcing for Estimating Cognitive States (Student Abstract). AAAI (2023)
Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu, Fernando Pérez-García, Maximilian Ilse, Daniel C. Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Wetscherek, Matthew P. Lungren, Aditya V. Nori, Javier Alvarez-Valle, Ozan Oktay
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing. CVPR (2023)
Benedikt Boecking, Willie Neiswanger, Nicholas Carl Roberts, Stefano Ermon, Frederic Sala, Artur Dubrawski
Generative Modeling Helps Weak Supervision (and Vice Versa). CoRR (2022)
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie L. Hyland, Maria Wetscherek, Tristan Naumann, Aditya V. Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay
Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing. ECCV (36) (2022)
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie L. Hyland, Maria Wetscherek, Tristan Naumann, Aditya V. Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay
Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing. CoRR (2022)
Benedikt Boecking, Vincent Jeanselme, Artur Dubrawski
Constrained Clustering and Multiple Kernel Learning without Pairwise Constraint Relaxation. CoRR (2022)
Mononito Goswami, Benedikt Boecking, Artur Dubrawski
Weak Supervision for Affordable Modeling of Electrocardiogram Data. CoRR (2022)
Mononito Goswami, Benedikt Boecking, Artur Dubrawski
Weak Supervision for Affordable Modeling of Electrocardiogram Data. AMIA (2021)
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
End-to-End Weak Supervision. CoRR (2021)
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
End-to-End Weak Supervision. NeurIPS (2021)
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
Dependency Structure Misspecification in Multi-Source Weak Supervision Models. CoRR (2021)
Benedikt Boecking, Willie Neiswanger, Eric P. Xing, Artur Dubrawski
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling. ICLR (2021)
Benedikt Boecking, Willie Neiswanger, Eric Po Xing, Artur Dubrawski
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling. CoRR (2020)
Maria De-Arteaga, Benedikt Boecking
Killings of social leaders in the Colombian post-conflict: Data analysis for investigative journalism. CoRR (2019)
Benedikt Boecking, Artur Dubrawski
Pairwise Feedback for Data Programming. CoRR (2019)
Kyle Hundman, Thamme Gowda, Mayank Kejriwal, Benedikt Boecking
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection. AIES (2018)
Chirag Nagpal, Kyle Miller, Benedikt Boecking, Artur Dubrawski
An Entity Resolution Approach to Isolate Instances of Human Trafficking Online. NUT@EMNLP (2017)
Kyle Hundman, Thamme Gowda, Mayank Kejriwal, Benedikt Boecking
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection. CoRR (2017)
Chirag Nagpal, Kyle Miller, Benedikt Boecking, Artur Dubrawski
An Entity Resolution approach to isolate instances of Human Trafficking online. CoRR (2015)
Benedikt Boecking, Stephan K. Chalup, Detlef Seese, Aaron S. W. Wong
Support vector clustering of time series data with alignment kernels. Pattern Recognit. Lett. 45 (2014)