Artur L. F. Souza

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Bayesian Learning

Prior Distribution

Efficient Optimization

Authentication And Access Control

Top Venues

Int. J. Netw. Manag.

Publications

Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. ASPLOS (4) (2023)
Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
$\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. ICLR (2022)
Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. CoRR (2022)
Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. CoRR (2022)
Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
Bayesian Optimization with a Prior for the Optimum. ECML/PKDD (3) (2021)
Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
Prior-guided Bayesian Optimization. CoRR (2020)
Artur L. F. Souza, Antonio A. F. Loureiro, Leonardo B. Oliveira
Challenges and Directions for Authentication in Pervasive Computing. CoRR (2019)
Artur L. F. Souza, Leonardo B. Oliveira, Sabine Hollatz, Matthew Feldman, Kunle Olukotun, James M. Holton, Aina E. Cohen, Luigi Nardi
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. CoRR (2019)
Luigi Nardi, Artur L. F. Souza, David Koeplinger, Kunle Olukotun
HyperMapper: a Practical Design Space Exploration Framework. MASCOTS (2019)
Paulo H. L. Rettore, Andre B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
Driver Authentication in VANETs based on Intra-Vehicular Sensor Data. ISCC (2018)
Paulo H. L. Rettore, André B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
Autenticação Comportamental de Motoristas em Redes Veiculares. SBRC (2018)
Artur L. F. Souza, Ítalo Cunha, Leonardo B. Oliveira
NomadiKey: User authentication for smart devices based on nomadic keys. Int. J. Netw. Manag. 28 (1) (2018)
Antonio L. Maia Neto, Yuri L. Pereira, Artur L. F. Souza, Ítalo S. Cunha, Leonardo B. Oliveira
Attributed-based authentication and access control for IoT home devices: demo abstract. IPSN (2018)
Antonio L. Maia Neto, Artur L. F. Souza, Ítalo S. Cunha, Michele Nogueira, Ivan Oliveira Nunes, Leonardo Cotta, Nicolas Gentille, Antonio A. F. Loureiro, Diego F. Aranha, Harsh Kupwade Patil, Leonardo B. Oliveira
AoT: Authentication and Access Control for the Entire IoT Device Life-Cycle. SenSys (2016)