Benedikt Boecking

According to our database, Benedikt Boecking authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Constrained clustering and multiple kernel learning without pairwise constraint relaxation.

Benedikt Boecking, Vincent Jeanselme, Artur Dubrawski

Adv. Data Anal. Classif., June, 2024

2023

Generative Modeling Helps Weak Supervision (and Vice Versa).

Benedikt Boecking, Nicholas Carl Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Ordinal Programmatic Weak Supervision and Crowdsourcing for Estimating Cognitive States (Student Abstract).

Prakruthi Pradeep, Benedikt Boecking, Nicholas Gisolfi, Jacob R. Kintz, Torin K. Clark, Artur Dubrawski

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing.

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

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Dependency Structure Misspecification in Multi-Source Weak Supervision Models.

Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski

CoRR, 2021

End-to-End Weak Supervision.

Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling.

Benedikt Boecking, Willie Neiswanger, Eric P. Xing, Artur Dubrawski

Proceedings of the 9th International Conference on Learning Representations, 2021

Weak Supervision for Affordable Modeling of Electrocardiogram Data.

Mononito Goswami, Benedikt Boecking, Artur Dubrawski

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2019

Pairwise Feedback for Data Programming.

Benedikt Boecking, Artur Dubrawski

CoRR, 2019

Killings of social leaders in the Colombian post-conflict: Data analysis for investigative journalism.

Maria De-Arteaga, Benedikt Boecking

CoRR, 2019

2018

Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection.

Kyle Hundman, Thamme Gowda, Mayank Kejriwal, Benedikt Boecking

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

2017

An Entity Resolution Approach to Isolate Instances of Human Trafficking Online.

Chirag Nagpal, Kyle Miller, Benedikt Boecking, Artur Dubrawski

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2014

Support vector clustering of time series data with alignment kernels.

Benedikt Boecking, Stephan K. Chalup, Detlef Seese, Aaron S. W. Wong

Pattern Recognit. Lett., 2014