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Pedro M. Esperança
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2020 – today
- 2024
- [j1]Vasco Lopes, Fabio Maria Carlucci
, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang:
Manas: multi-agent neural architecture search. Mach. Learn. 113(1): 73-96 (2024) - [i12]Hayder Elesedy, Pedro M. Esperança, Silviu Vlad Oprea, Mete Ozay:
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models. CoRR abs/2407.02987 (2024) - 2022
- [c6]Sarah Parisot, Pedro M. Esperança, Steven McDonagh
, Tamas J. Madarasz, Yongxin Yang, Zhenguo Li:
Long-tail Recognition via Compositional Knowledge Transfer. CVPR 2022: 6929-6938 - [c5]Xingchen Wan, Binxin Ru, Pedro M. Esperança, Zhenguo Li:
On Redundancy and Diversity in Cell-based Neural Architecture Search. ICLR 2022 - [c4]Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci:
Approximate Neural Architecture Search via Operation Distribution Learning. WACV 2022: 3545-3554 - [i11]Xingchen Wan, Binxin Ru, Pedro M. Esperança, Zhenguo Li:
On Redundancy and Diversity in Cell-based Neural Architecture Search. CoRR abs/2203.08887 (2022) - 2021
- [i10]Roy Henha Eyono, Fabio Maria Carlucci, Pedro M. Esperança, Binxin Ru, Philip H. S. Torr:
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family. CoRR abs/2111.03555 (2021) - [i9]Xingchen Wan
, Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci:
Approximate Neural Architecture Search via Operation Distribution Learning. CoRR abs/2111.04670 (2021) - [i8]Sarah Parisot, Pedro M. Esperança, Steven McDonagh, Tamas J. Madarasz, Yongxin Yang, Zhenguo Li:
Long-tail Recognition via Compositional Knowledge Transfer. CoRR abs/2112.06741 (2021) - 2020
- [c3]Antoine Yang, Pedro M. Esperança, Fabio Maria Carlucci:
NAS evaluation is frustratingly hard. ICLR 2020 - [c2]Robin Ru, Pedro M. Esperança, Fabio Maria Carlucci:
Neural Architecture Generator Optimization. NeurIPS 2020 - [i7]Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci:
Neural Architecture Generator Optimization. CoRR abs/2004.01395 (2020) - [i6]Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro M. Esperança, Guang-Zhong Yang, Zhenguo Li:
Batch Group Normalization. CoRR abs/2012.02782 (2020)
2010 – 2019
- 2019
- [i5]Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang:
MANAS: Multi-Agent Neural Architecture Search. CoRR abs/1909.01051 (2019) - [i4]Antoine Yang, Pedro M. Esperança, Fabio Maria Carlucci:
NAS evaluation is frustratingly hard. CoRR abs/1912.12522 (2019) - 2017
- [c1]Pedro M. Esperança, Louis J. M. Aslett, Chris C. Holmes:
Encrypted Accelerated Least Squares Regression. AISTATS 2017: 334-343 - [i3]Pedro M. Esperança, Louis J. M. Aslett, Chris C. Holmes:
Encrypted accelerated least squares regression. CoRR abs/1703.00839 (2017) - 2015
- [i2]Louis J. M. Aslett, Pedro M. Esperança
, Chris C. Holmes:
A review of homomorphic encryption and software tools for encrypted statistical machine learning. CoRR abs/1508.06574 (2015) - [i1]Louis J. M. Aslett, Pedro M. Esperança
, Chris C. Holmes:
Encrypted statistical machine learning: new privacy preserving methods. CoRR abs/1508.06845 (2015)
Coauthor Index
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