Alexandre Marques

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Transfer Learning

Discrete Variables

Text Categorization

Structure Learning

Top Venues

Publications

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 (2024)
Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. SustaiNLP (2023)
Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. CoRR (2023)
Daniel Campos, Alexandre Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai
Sparse*BERT: Sparse Models are Robust. CoRR (2022)
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)