Alexandre Muzio

According to our database, Alexandre Muzio authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts.

Alexandre Muzio, Alex Sun, Churan He

CoRR, 2024

2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.

Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla

CoRR, 2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.

Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan

Proceedings of the International Conference on Machine Learning, 2022

2021

Scalable and Efficient MoE Training for Multitask Multilingual Models.

Young Jin Kim, Ammar Ahmad Awan, Alexandre Muzio, Andrés Felipe Cruz-Salinas, Liyang Lu, Amr Hendy, Samyam Rajbhandari, Yuxiong He, Hany Hassan Awadalla

CoRR, 2021

DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders.

Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei

CoRR, 2021

Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task.

Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei

Proceedings of the Sixth Conference on Machine Translation, 2021

Improving Multilingual Translation by Representation and Gradient Regularization.

Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Discovering Representation Sprachbund For Multilingual Pre-Training.

Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders.

Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei

CoRR, 2020

Toward ML-centric cloud platforms.

Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhães, Girish Bablani, Mark Russinovich

Commun. ACM, 2020

2017

Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms.

Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini

Proceedings of the 26th Symposium on Operating Systems Principles, 2017