posted by organizer: woj84 || 4386 views || tracked by 4 users: [display]

XXAI@ICML Workshop 2020 : ICML 2020 Workshop on Extending Explainable AI Beyond Deep Models and Classifiers (XXAI)

FacebookTwitterLinkedInGoogle

Link: http://interpretable-ml.org/icml2020workshop
 
When Jul 17, 2020 - Jul 17, 2020
Where Vienna
Submission Deadline Jun 24, 2020
Notification Due Jul 1, 2020
Final Version Due Jul 10, 2020
Categories    machine learning   explainable ai   interpretability
 

Call For Papers

We call for papers on the following topics: (1) explaining other types of ML models (e.g. random forest, kernel machines, k-means), (2) explanation for other ML tasks (e.g. segmentation, unsupervised learning, reinforcement learning), (3) explaining beyond heatmaps (structured explanations, Q/A and dialog systems, human-in-the-loop), (4) Explaining beyond explaining (e.g., improving ML models and algorithms, verifying ML, getting insights).

Submissions are required to stick to the ICML format. Papers are limited to 6 pages (excluding references) and will go through a review process. Submissions don't need to be anonymized. The workshop allows submissions of papers that are under review or have been recently published in a conference or a journal. Authors should state any overlapping published work at the time of submission. Accepted papers will be posted on the website (upon agreement), but the workshop will not have any official proceedings, so it is non-archival. A selection of accepted papers will be invited to be part of a special journal issue on "Extending Explainable AI Beyond Deep Models and Classifiers".

Related Resources

ICML 2022   39th International Conference on Machine Learning
MLDM 2023   18th International Conference on Machine Learning and Data Mining
SENSORS SI: Human Centered AI 2022   Human Centered Artificial Intelligence: Putting the Human in the Loop for Implementing Sensors Based Intelligent Environments
IJCNN 2023   International Joint Conference on Neural Networks
Current IoT Trends 2023   Current IoT Trends, Issues, and Future Potential Using AI & Machine Learning Techniques
FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
BDML 2023   4th International Conference on Big Data and Machine Learning
CVPR 2023   The IEEE/CVF Conference on Computer Vision and Pattern Recognition
ISACT 2022   International Autumn School on Situation Awareness in Cognitive Technologies 2022
EDBT 2022   25th International Conference on Extending Database Technology