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Alexandre Marques
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2020 – today
- 2024
- [i5]Abhinav Agarwalla, Abhay Gupta, Alexandre Marques, Shubhra Pandit, Michael Goin
, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz:
Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment. CoRR abs/2405.03594 (2024) - [i4]Eldar Kurtic, Alexandre Marques, Shubhra Pandit, Mark Kurtz, Dan Alistarh:
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization. CoRR abs/2411.02355 (2024) - [i3]Ted Hsuan Yun Chen, Arttu Malkamäki, Ali Faqeeh, Esa Palosaari, Anniina Kotkaniemi, Laura Funke, Cáit Gleeson, James Goodman, Antti Gronow, Marlene Kammerer, Myanna Lahsen, Alexandre Marques, Petr Ocelík, Shivangi Seth, Mark Stoddart, Martin Svozil, Pradip Swarnakar, Matthew Trull, Paul Wagner, Yixi Yang, Mikko Kivelä, Tuomas Ylä-Anttila:
Climate Policy Elites' Twitter Interactions across Nine Countries. CoRR abs/2412.15545 (2024) - 2023
- [c2]Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai:
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. SustaiNLP 2023: 39-58 - [i2]Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai:
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. CoRR abs/2303.17612 (2023) - 2022
- [i1]Daniel Campos, Alexandre Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai:
Sparse*BERT: Sparse Models are Robust. CoRR abs/2205.12452 (2022)
2010 – 2019
- 2019
- [c1]Margarida Facão, Vitor Ferreira, Alexandre Marques, Tiago Freitas, Nuno A. Silva:
Strategies of Legitimate Parties and an Eavesdropper for Discretely Modulated Continuous-Variables Quantum Key Distribution Protocols. ICTON 2019: 1-4
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