会议信息
HPML 2020: High Performance Machine Learning Workshop
https://hpml2020.github.io/截稿日期: |
2020-02-18 Extended |
通知日期: |
2020-03-03 |
会议日期: |
2020-11-02 |
会议地点: |
Melbourne, Australia |
届数: |
3 |
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征稿
This workshop is intended to bring together the Machine Learning (ML), Artificial Intelligence (AI) and High Performance Computing (HPC) communities. In recent years, much progress has been made in Machine Learning and Artificial Intelligence in general. This progress required heavy use of high performance computers and accelerators. Moreover, ML and AI have become a “killer application” for HPC and, consequently, driven much research in this area. These facts point to an important cross-fertilization that this workshop intends to nourish. We invite researchers and professionals to take part in this workshop to discuss the challenges of Machine Learning, AI and HPC, and share their insights, use cases, tools and best practices. Proceedings will be published in IEEE Xplore. Topics of interest include, but are not limited to: Distributed and parallel Machine Learning (including deep learning) models Large scale Machine Learning applications Parallel statistical models Large scale data analytics Machine learning applied to HPC Accelerated Machine Learning HPC applied to Machine Learning Benchmarking, performance measurements, and analysis of ML models Hardware acceleration for ML and AI HPC infrastructure and resource management for ML Parallel Causal Models Cloud-based ML/AI
最后更新 Dou Sun 在 2020-04-07
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简称 | 全称 | 截稿日期 | 会议日期 |
---|---|---|---|
CVSM | International Conference On Computer Vision And Smart Manufacturing | 2019-04-12 | 2019-08-05 |
ICCBDAI | International Conference on Computer Big Data and Artificial Intelligence | 2023-10-20 | 2023-12-15 |
ASSETS | International ACM SIGACCESS Conference on Computers and Accessibility | 2024-10-28 | |
IIH-MSP | International Conference on Intelligent Information Hiding and Multimedia Signal Processing | 2018-06-30 | 2018-11-26 |
HVC | Haifa Verification Conference | 2016-07-14 | 2016-11-14 |
IWPR | International Workshop on Pattern Recognition | 2024-04-20 | 2024-06-21 |
DKMP | International Conference on Data Mining & Knowledge Management Process | 2023-03-04 | 2023-03-18 |
EWCN | International Conference on Emerging Wireless Communications and Networking | 2014-12-15 | 2015-04-06 |
ICDPR | International Conference on Data Processing and Robotics | 2023-11-30 | 2024-01-26 |
VLSIA | International Conference on VLSI and Applications | 2022-12-03 | 2022-12-22 |
相关期刊
CCF | 全称 | 影响因子 | 出版商 | ISSN |
---|---|---|---|---|
Telematics and Informatics Reports | Elsevier | 2772-5030 | ||
International Journal of Artificial Intelligence & Machine Learning | AR Publication | 0000-0000 | ||
Foundations and Trends in Machine Learning | Now Publishers Inc. | 1935-8237 | ||
International Journal of Performability Engineering | RAMS Consultants | 0973-1318 | ||
Journal of Building Performance Simulation | 3.110 | Taylor & Francis | 1940-1493 | |
a | Journal of Machine Learning Research | Microtome Publishing | 1532-4435 | |
International Journal of High Performance Computing Applications | SAGE | 1094-3420 | ||
b | Performance Evaluation | 1.987 | Elsevier | 0166-5316 |
ACM Transactions on Modeling and Performance Evaluation of Computing Systems | ACM | 2376-3639 | ||
Journal of Information Science and Engineering | 0.414 | Institute of Information Science | 0000-0000 |
全称 | 影响因子 | 出版商 |
---|---|---|
Telematics and Informatics Reports | Elsevier | |
International Journal of Artificial Intelligence & Machine Learning | AR Publication | |
Foundations and Trends in Machine Learning | Now Publishers Inc. | |
International Journal of Performability Engineering | RAMS Consultants | |
Journal of Building Performance Simulation | 3.110 | Taylor & Francis |
Journal of Machine Learning Research | Microtome Publishing | |
International Journal of High Performance Computing Applications | SAGE | |
Performance Evaluation | 1.987 | Elsevier |
ACM Transactions on Modeling and Performance Evaluation of Computing Systems | ACM | |
Journal of Information Science and Engineering | 0.414 | Institute of Information Science |
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