posted by user: shantanushanto || 3170 views || tracked by 17 users: [display]

MLSys 2022 : Conference on Machine Learning and Systems

FacebookTwitterLinkedInGoogle

Link: http://mlsys.org
 
When Apr 11, 2022 - Apr 14, 2022
Where Santa Clara, CA, USA
Submission Deadline Oct 8, 2021
Notification Due Jan 15, 2022
Final Version Due Mar 4, 2022
Categories    computer system   machine learning   deep learning
 

Call For Papers

Conference Overview
The Conference on Machine Learning and Systems targets research at the intersection of machine learning and systems. The conference aims to elicit new connections amongst these fields, including identifying best practices and design principles for learning systems, as well as developing novel learning methods and theory tailored to practical machine learning workflows. Topics include:

Efficient model training, inference, and serving
Distributed and parallel learning algorithms
Privacy and security for ML applications
Testing, debugging, and monitoring of ML applications
Fairness, interpretability and explainability for ML applications
Data preparation, feature selection, and feature extraction
ML programming models and abstractions
ML compilers and runtime
Programming languages for machine learning
Visualization of data, models, and predictions
Specialized hardware for machine learning
Hardware-efficient ML methods
Machine Learning for Systems
Systems for Machine Learning


Important Dates
Conference Sessions Mon Apr 11th through Thu the 14th
Paper Submission deadline Oct 08 '21 08:00 PM UTC * 06 weeks 02 days 18:40:35
Paper Decision Notification Jan 15 '22 07:00 AM UTC * 20 weeks 03 days 05:40:35
Registration Opens Feb 06 '22 09:00 PM UTC * 23 weeks 04 days 19:40:35
Early pricing before this date. Feb 28 '22 09:00 PM UTC * 26 weeks 05 days 19:40:35
CameraReadyDeadline Mar 04 '22 09:00 PM UTC * 27 weeks 02 days 19:40:35
Last chance for a refund on registration fees Mar 21 '22 08:00 PM UTC *
Registration Close Apr 15 '22 08:00 PM UTC * 33 weeks 02 days 18:40:35
All dates »
Timezone: »

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
ICMLA 2022   IEEE International conference on Machine Learning and Applications
ICMLT 2023   2023 8th International Conference on Machine Learning Technologies (ICMLT 2023)
ICCAI 2023   2023 9th International Conference on Computing and Artificial Intelligence (ICCAI 2023)--SCI
IJCNN 2023   International Joint Conference on Neural Networks
AIMLNET 2022   2nd International conference on AI, Machine Learning in Communications and Networks
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
ICISML 2022   1st EAI International Conference on Intelligent Systems and Machine Learning
ICSSE--Ei 2023   2023 6th International Conference on Software and Services Engineering (ICSSE 2023)
BIOS 2022   8th International Conference on Bioinformatics & Biosciences