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This is the Proceedings of NIPS 2016 Workshop on Interpretable Machine Learning for Complex Systems, held in Barcelona, Spain on December 9, 2016

Machine Learning · Statistics 2016-11-29 Andrew Gordon Wilson , Been Kim , William Herlands

This is the Proceedings of the 2017 ICML Workshop on Human Interpretability in Machine Learning (WHI 2017), which was held in Sydney, Australia, August 10, 2017. Invited speakers were Tony Jebara, Pang Wei Koh, and David Sontag.

Machine Learning · Statistics 2017-08-10 Been Kim , Dmitry M. Malioutov , Kush R. Varshney , Adrian Weller

This is the Proceedings of the 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018), which was held in Stockholm, Sweden, July 14, 2018. Invited speakers were Barbara Engelhardt, Cynthia Rudin, Fernanda Vi\'egas, and…

Machine Learning · Statistics 2018-07-04 Been Kim , Kush R. Varshney , Adrian Weller

This is the Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016), which was held in New York, NY, June 23, 2016. Invited speakers were Susan Athey, Rich Caruana, Jacob Feldman, Percy Liang, and…

Machine Learning · Statistics 2016-07-28 Been Kim , Dmitry M. Malioutov , Kush R. Varshney

This is the Proceedings of NIPS 2017 Symposium on Interpretable Machine Learning, held in Long Beach, California, USA on December 7, 2017

Machine Learning · Statistics 2017-12-13 Andrew Gordon Wilson , Jason Yosinski , Patrice Simard , Rich Caruana , William Herlands

Interpretable machine learning tackles the important problem that humans cannot understand the behaviors of complex machine learning models and how these models arrive at a particular decision. Although many approaches have been proposed, a…

Machine Learning · Computer Science 2019-05-21 Mengnan Du , Ninghao Liu , Xia Hu

In this paper we present the Women in Computer Vision Workshop - WiCV 2019, organized in conjunction with CVPR 2019. This event is meant for increasing the visibility and inclusion of women researchers in the computer vision field. Computer…

Computer Vision and Pattern Recognition · Computer Science 2019-09-27 Irene Amerini , Elena Balashova , Sayna Ebrahimi , Kathryn Leonard , Arsha Nagrani , Amaia Salvador

This volume contains a final and revised selection of papers presented at Twelfth Workshop on Developments in Computational Models (DCM 2018) and the Ninth Workshop on Intersection Types and Related Systems (ITRS 2018), held on July 8, 2018…

Logic in Computer Science · Computer Science 2019-04-23 Michele Pagani , Sandra Alves

Proceedings of the Second Croatian Computer Vision Workshop (CCVW 2013, http://www.fer.unizg.hr/crv/ccvw2013) held September 19, 2013, in Zagreb, Croatia. Workshop was organized by the Center of Excellence for Computer Vision of the…

Computer Vision and Pattern Recognition · Computer Science 2013-11-05 Sven Lončarić , Siniša Šegvić

This is the Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning

Artificial Intelligence · Computer Science 2020-07-30 Quanshi Zhang , Lixin Fan , Bolei Zhou

The 3rd Workshop on Maritime Computer Vision (MaCVi) 2025 addresses maritime computer vision for Unmanned Surface Vehicles (USV) and underwater. This report offers a comprehensive overview of the findings from the challenges. We provide…

The lack of transparency in the decision-making processes of deep learning systems presents a significant challenge in modern artificial intelligence (AI), as it impairs users' ability to rely on and verify these systems. To address this…

Artificial Intelligence · Computer Science 2024-11-18 David Debot , Pietro Barbiero , Francesco Giannini , Gabriele Ciravegna , Michelangelo Diligenti , Giuseppe Marra

This is the proceedings of the 3rd ML4D workshop which was help in Vancouver, Canada on December 13, 2019 as part of the Neural Information Processing Systems conference.

Computers and Society · Computer Science 2020-04-13 Maria De-Arteaga , Tejumade Afonja , Amanda Coston

The 1$^{\text{st}}$ Workshop on Maritime Computer Vision (MaCVi) 2023 focused on maritime computer vision for Unmanned Aerial Vehicles (UAV) and Unmanned Surface Vehicle (USV), and organized several subchallenges in this domain: (i)…

These are the proceedings of the workshop on Formal Verification of Autonomous Vehicles, held on September 19th, 2017 in Turin, Italy, as an affiliated workshop of the International Conference on integrated Formal Methods (iFM 2017). The…

Systems and Control · Computer Science 2017-09-08 Lukas Bulwahn , Maryam Kamali , Sven Linker

This is the Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact, held in Montreal, Canada on December 8, 2018

Computers and Society · Computer Science 2019-02-20 Maria De-Arteaga , Amanda Coston , William Herlands

This compendium gathers all the accepted extended abstracts from the Second International Conference on Medical Imaging with Deep Learning (MIDL 2019), held in London, UK, 8-10 July 2019. Note that only accepted extended abstracts are…

Image and Video Processing · Electrical Eng. & Systems 2019-07-23 M. Jorge Cardoso , Aasa Feragen , Ben Glocker , Ender Konukoglu , Ipek Oguz , Gozde Unal , Tom Vercauteren
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