Artur L. F. Souza

According to our database, Artur L. F. Souza authored at least 13 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

BaCO: A Fast and Portable Bayesian Compiler Optimization Framework.

Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization.

Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi

CoRR, 2022

$\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization.

Carl Hvarfner, Danny Stoll, Artur L. F. Souza, Marius Lindauer, Frank Hutter, Luigi Nardi

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Bayesian Optimization with a Prior for the Optimum.

Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Prior-guided Bayesian Optimization.

Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter

CoRR, 2020

2019

Challenges and Directions for Authentication in Pervasive Computing.

Artur L. F. Souza, Antonio A. F. Loureiro, Leonardo B. Oliveira

CoRR, 2019

DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning.

Artur L. F. Souza, Leonardo B. Oliveira, Sabine Hollatz, Matthew Feldman, Kunle Olukotun, James M. Holton, Aina E. Cohen, Luigi Nardi

CoRR, 2019

HyperMapper: a Practical Design Space Exploration Framework.

Luigi Nardi, Artur L. F. Souza, David Koeplinger, Kunle Olukotun

Proceedings of the 27th IEEE International Symposium on Modeling, 2019

2018

NomadiKey: User authentication for smart devices based on nomadic keys.

Artur L. F. Souza, Ítalo Cunha, Leonardo B. Oliveira

Int. J. Netw. Manag., 2018

Autenticação Comportamental de Motoristas em Redes Veiculares.

Paulo H. L. Rettore, André B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Driver Authentication in VANETs based on Intra-Vehicular Sensor Data.

Paulo H. L. Rettore, Andre B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Attributed-based authentication and access control for IoT home devices: demo abstract.

Antonio L. Maia Neto, Yuri L. Pereira, Artur L. F. Souza, Ítalo S. Cunha, Leonardo B. Oliveira

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

2016

AoT: Authentication and Access Control for the Entire IoT Device Life-Cycle.

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

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016