Paulo E. Rauber

According to our database, Paulo E. Rauber authored at least 17 papers between 2013 and 2023.

Collaborative distances:

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

2023

Posterior Sampling for Deep Reinforcement Learning.

Remo Sasso, Michelangelo Conserva, Paulo E. Rauber

Proceedings of the International Conference on Machine Learning, 2023

2022

Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits.

Aditya Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber

Neural Comput., 2022

Hardness in Markov Decision Processes: Theory and Practice.

Michelangelo Conserva, Paulo E. Rauber

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Reinforcement Learning in Sparse-Reward Environments With Hindsight Policy Gradients.

Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber

Neural Comput., 2021

2020

Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits.

Aditya Ramesh, Paulo E. Rauber, Jürgen Schmidhuber

CoRR, 2020

2019

Hindsight policy gradients.

Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Projections as visual aids for classification system design.

Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea

Inf. Vis., 2018

2017

Visualizing the Hidden Activity of Artificial Neural Networks.

Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea

IEEE Trans. Vis. Comput. Graph., 2017

Hindsight policy gradients.

Paulo E. Rauber, Filipe Mutz, Jürgen Schmidhuber

CoRR, 2017

Graph Layouts by t-SNE.

Johannes F. Kruiger, Paulo E. Rauber, Rafael Messias Martins, Andreas Kerren, Stephen G. Kobourov, Alexandru C. Telea

Comput. Graph. Forum, 2017

2016

Effcient and Effective Automated Digital Hair Removal from Dermoscopy Images.

Joost Koehoorn, André Sobiecki, Paulo E. Rauber, Andrei C. Jalba, Alexandru C. Telea

Math. Morphol. Theory Appl., 2016

Beyond the Third Dimension: Visualizing High-Dimensional Data with Projections.

Renato R. O. da Silva, Paulo E. Rauber, Alexandru C. Telea

Comput. Sci. Eng., 2016

Metric Evolution Maps: Multidimensional Attribute-driven Exploration of Software Repositories.

Renato Rodrigues Oliveira da Silva, Eduardo Faccin Vernier, Paulo Eduardo Rauber, João Luiz Dihl Comba, Rosane Minghim, Alexandru C. Telea

Proceedings of the 21st International Symposium on Vision, Modeling, and Visualization, 2016

Visualizing Time-Dependent Data Using Dynamic t-SNE.

Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea

Proceedings of the 18th Eurographics Conference on Visualization, 2016

2015

Attribute-based Visual Explanation of Multidimensional Projections.

Renato R. O. da Silva, Paulo E. Rauber, Rafael Messias Martins, Rosane Minghim, Alexandru C. Telea

Proceedings of the 6th International EuroVis Workshop on Visual Analytics, 2015

Interactive Image Feature Selection Aided by Dimensionality Reduction.

Paulo Eduardo Rauber, Renato Rodrigues Oliveira da Silva, Sander Feringa, M. Emre Celebi, Alexandre X. Falcão, Alexandru C. Telea

Proceedings of the 6th International EuroVis Workshop on Visual Analytics, 2015

2013

Interactive Segmentation by Image Foresting Transform on Superpixel Graphs.

Paulo E. Rauber, Alexandre X. Falcão, Thiago Vallin Spina, Pedro J. de Rezende

Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013