posted by user: jordi_nin || 1911 views || tracked by 2 users: [display]

MLE 2021 : Machine Learning Ecosystems: Opportunities and Threads

FacebookTwitterLinkedInGoogle

Link: https://www.mdpi.com/journal/entropy/special_issues/mach_learn_ecosystems
 
When N/A
Where N/A
Submission Deadline Jan 31, 2021
Categories    machine learning accountabilit   interpretability   fairness   privacy
 

Call For Papers

In many every-day examples, specific constraints hold that prevent optimal performance of machine learning models in the wild. Both their training data and the models themselves are usually subject to many internal and external restrictions. Internal restrictions include the design and maintenance of technological infrastructures, the alignment with business needs, technical debt, or the internal dysfunctionalities of companies. External constraints are related to the accessibility of the data or the legislation companies must obey, among others. Altogether, these restrictions have been studied from different perspectives in the machine learning literature, including accountability, privacy-preserving technologies, fairness, interpretability, data governance, etc., but also from not-so-technical perspectives, such as legal liability, human talent management, firms’ organizational structures, or economic dimensions of machine learning. This Special Issue wants to be a common forum for researchers working on these different machine learning dimensions that must interact in any real-life data centered application.

Related Resources

JCICE 2024   2024 International Joint Conference on Information and Communication Engineering(JCICE 2024)
CODASPY 2024   The 14th ACM Conference on Data and Application Security and Privacy
ICANN 2024   33rd International Conference on Artificial Neural Networks
IJASUC 2023   International Journal of Ad hoc, Sensor & Ubiquitous Computing
ECCV 2024   European Conference on Computer Vision
ICICS 2024   ICICS 2024: 26th International Conference on Information and Communications Security
ECAI 2024   27th European Conference on Artificial Intelligence
EICC 2024   European Interdisciplinary Cybersecurity Conference (EICC 2024)
CVIPPR 2024   2024 2nd Asia Conference on Computer Vision, Image Processing and Pattern Recognition
EAIH 2024   Explainable AI for Health