Maruan Al-Shedivat
Carnegie Mellon University
H-index: 19
North America-United States
Top articles of Maruan Al-Shedivat
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms | Proceedings of the 9th International Conference on Learning Representations | Maruan Al-Shedivat Jennifer Gillenwater Eric Xing Afshin Rostamizadeh | 2021/5 |
On Data Efficiency of Meta-learning | Maruan Al-Shedivat Liam Li Eric Xing Ameet Talwalkar | 2021/3/18 | |
Knowledge-aware meta-learning for low-resource text classification | Conference on Empirical Methods in Natural Language Processing (EMNLP) | Huaxiu Yao Yingxin Wu Maruan Al-Shedivat Eric P Xing | 2021/11 |
A field guide to federated optimization | arXiv preprint arXiv:2107.06917 | Jianyu Wang Zachary Charles Zheng Xu Gauri Joshi H Brendan McMahan | 2021/7/14 |
Progressive Generation of Long Text with Pretrained Language Models | arXiv preprint arXiv:2006.15720 | Bowen Tan Zichao Yang Maruan AI-Shedivat Eric P Xing Zhiting Hu | 2020/6/28 |
Principles of Learning in Multitask Settings: A Probabilistic Perspective | Maruan Al-Shedivat | 2021/5 | |
Contextual Explanation Networks | Journal of Machine Learning Research | Maruan Al-Shedivat Avinava Dubey Eric P Xing | 2020/10 |
Discriminative subtyping of lung cancers from histopathology images via contextual deep learning | medRxiv | Benjamin J Lengerich Maruan Al-Shedivat Amir Alavi Jennifer Williams Sami Labbaki | 2020/6/26 |
Learning from imperfect annotations | arXiv preprint arXiv:2004.03473 | Emmanouil Antonios Platanios Maruan Al-Shedivat Eric Xing Tom Mitchell | 2020/4/7 |
Regularizing black-box models for improved interpretability | NeurIPS 2020 | Gregory Plumb Maruan Al-Shedivat Angel Alexander Cabrera Adam Perer Eric Xing | 2020 |
Co-Authors
