Roque Lopez

According to our database, Roque Lopez authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

: Visualization of AI-Assisted Task Guidance in AR.

Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., January, 2024

2023

ARGUS: Visualization of AI-Assisted Task Guidance in AR.

Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva

CoRR, 2023

Using Pipeline Performance Prediction to Accelerate AutoML Systems.

Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.

Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire

Proceedings of the International Conference on Automated Machine Learning, 2023

2021

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines.

Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., 2021