今年的机器学习和系统的顶级会议MLSys在4月5日至4月9日在线上开展。MLSys的全称是The Conference on Machine Learning and Systems, 主要研究机器学习和系统的交互。机器学习和系统会议的目标是研究机器学习和系统的交汇点。会议旨在在这些领域之间建立新的联系,包括确定学习系统的最佳实践和设计原则,开发适合实际机器学习...
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 met...
MLSys 2025 is the Eighth Annual Conference on Machine Learning and Systems, focusing on the intersection of machine learning and systems. The event aims to foster collaboration between industry and academia, discussing topics such as efficient model training, ML applications, and ethical implications. ...
Virtual https://mlsys.org/ Igor Fedorovand colleagues have had their paper 'MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers' accepted at MLSys 2021. The conference targets research at the intersection of Machine Learning and systems, aiming to elici...
期刊:Conference on Machine Learning and Systems 2020 论文地址:https://proceedings.mlsys.org/paper/2020/hash/38af86134b65d0f10fe33d30dd76442e-Abstract.html FedAvg对设备异质性和数据异质性没有太好的解决办法,FedProx在FedAvg的基础上做出了一些改进来尝试缓解这两个问题。
[5] Mendis, C., Renda, A., Amarasinghe, S. P., and Carbin, M. Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks. In Proceedings of the 36th International Conference on Machine Learning, ICML, 2019a. ...
RAAI--EI 20252025 5th International Conference on Robotics, Automation, and Artificial Intelligence (RAAI 2025) ICBMEIS 2025International Conference On Business, Management, Economics, and Information Systems PRIMA 202526th International Conference on Principles and Practice of Multi-Agent Systems ...
The corresponding paper is published in Conference on Machine Learning Systems (MLSys). See https://mlsys.org/ for more information.If you use SUOD in a scientific publication, we would appreciate citations to the following paper:@inproceedings{zhao2021suod, title={SUOD: Accelerating Large-scale ...
{TPU}s", author = "Tan, Bowen and Zhu, Yun and Liu, Lijuan and Wang, Hongyi and Zhuang, Yonghao and Chen, Jindong and Xing, Eric and Hu, Zhiting", editor = "Chang, Kai-Wei and Lee, Annie and Rajani, Nazneen", booktitle = "Proceedings of the 2024 Conference of the North ...
@inproceedings{tang2022torchsparse,title={{TorchSparse: Efficient Point Cloud Inference Engine}},author={Tang, Haotian and Liu, Zhijian and Li, Xiuyu and Lin, Yujun and Han, Song},booktitle={Conference on Machine Learning and Systems (MLSys)},year={2022}} ...