Pedro M. Esperança

20 papers A* 5A 2Journal 13
YearRankTypeTitle / Venue / Authors
2024 A* conf
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models.
EMNLP
Hayder Elesedy, Pedro M. Esperança, Silviu Vlad Oprea, Mete Ozay
2024 J jnl
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models.
CoRR
Hayder Elesedy, Pedro M. Esperança, Silviu Vlad Oprea, Mete Ozay
2024 J jnl
Manas: multi-agent neural architecture search.
Mach. Learn.
Vasco Lopes, Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang
2022 A conf
Approximate Neural Architecture Search via Operation Distribution Learning.
WACV
Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci
2022 A* conf
Long-tail Recognition via Compositional Knowledge Transfer.
CVPR
Sarah Parisot, Pedro M. Esperança, Steven McDonagh, Tamas J. Madarasz, Yongxin Yang, Zhenguo Li
2022 A* conf
On Redundancy and Diversity in Cell-based Neural Architecture Search.
ICLR
Xingchen Wan, Binxin Ru, Pedro M. Esperança, Zhenguo Li
2022 J jnl
On Redundancy and Diversity in Cell-based Neural Architecture Search.
CoRR
Xingchen Wan, Binxin Ru, Pedro M. Esperança, Zhenguo Li
2021 J jnl
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family.
CoRR
Roy Henha Eyono, Fabio Maria Carlucci, Pedro M. Esperança, Binxin Ru, Philip H. S. Torr
2021 J jnl
Approximate Neural Architecture Search via Operation Distribution Learning.
CoRR
Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci
2021 J jnl
Long-tail Recognition via Compositional Knowledge Transfer.
CoRR
Sarah Parisot, Pedro M. Esperança, Steven McDonagh, Tamas J. Madarasz, Yongxin Yang, Zhenguo Li
2020 J jnl
Batch Group Normalization.
CoRR
Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro M. Esperança, Guang-Zhong Yang, Zhenguo Li
2020 A* conf
NAS evaluation is frustratingly hard.
ICLR
Antoine Yang, Pedro M. Esperança, Fabio Maria Carlucci
2020 A* conf
Neural Architecture Generator Optimization.
NeurIPS
Robin Ru, Pedro M. Esperança, Fabio Maria Carlucci
2020 J jnl
Neural Architecture Generator Optimization.
CoRR
Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci
2019 J jnl
MANAS: Multi-Agent Neural Architecture Search.
CoRR
Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang
2019 J jnl
NAS evaluation is frustratingly hard.
CoRR
Antoine Yang, Pedro M. Esperança, Fabio Maria Carlucci
2017 A conf
Encrypted Accelerated Least Squares Regression.
AISTATS
Pedro M. Esperança, Louis J. M. Aslett, Chris C. Holmes
2017 J jnl
Encrypted accelerated least squares regression.
CoRR
Pedro M. Esperança, Louis J. M. Aslett, Chris C. Holmes
2015 J jnl
A review of homomorphic encryption and software tools for encrypted statistical machine learning.
CoRR
Louis J. M. Aslett, Pedro M. Esperança, Chris C. Holmes
2015 J jnl
Encrypted statistical machine learning: new privacy preserving methods.
CoRR
Louis J. M. Aslett, Pedro M. Esperança, Chris C. Holmes