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ORCIDPaulo E. Rauber
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- affiliation: Queen Mary University of London, UK
- affiliation: IDSIA, Lugano, Switzerland
- affiliation: University of Groningen, The Netherlands
- affiliation: Federal University of Santa Catarina, Florianópolis, Brazil
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Journal Articles
- 2022
[j7]Aditya Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber:
Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits. Neural Comput. 34(11): 2232-2272 (2022)- 2021
- [j6]Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber:
Reinforcement Learning in Sparse-Reward Environments With Hindsight Policy Gradients. Neural Comput. 33(6): 1498-1553 (2021) - 2018
- [j5]Paulo E. Rauber, Alexandre X. Falcão
, Alexandru C. Telea:
Projections as visual aids for classification system design. Inf. Vis. 17(4): 282-305 (2018) - 2017
- [j4]Johannes F. Kruiger, Paulo E. Rauber, Rafael Messias Martins, Andreas Kerren, Stephen G. Kobourov, Alexandru C. Telea:
Graph Layouts by t-SNE. Comput. Graph. Forum 36(3): 283-294 (2017) - [j3]Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea:
Visualizing the Hidden Activity of Artificial Neural Networks. IEEE Trans. Vis. Comput. Graph. 23(1): 101-110 (2017) - 2016
- [j2]Renato R. O. da Silva, Paulo E. Rauber, Alexandru C. Telea:
Beyond the Third Dimension: Visualizing High-Dimensional Data with Projections. Comput. Sci. Eng. 18(5): 98-107 (2016) - [j1]Joost Koehoorn, André Sobiecki, Paulo E. Rauber, Andrei C. Jalba, Alexandru C. Telea:
Effcient and Effective Automated Digital Hair Removal from Dermoscopy Images. Math. Morphol. Theory Appl. 1(1) (2016)
Conference and Workshop Papers
- 2023
- [c8]Remo Sasso, Michelangelo Conserva, Paulo E. Rauber:
Posterior Sampling for Deep Reinforcement Learning. ICML 2023: 30042-30061 - 2022
- [c7]Michelangelo Conserva, Paulo E. Rauber:
Hardness in Markov Decision Processes: Theory and Practice. NeurIPS 2022 - 2019
- [c6]Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber:
Hindsight policy gradients. ICLR (Poster) 2019 - 2016
- [c5]Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea:
Visualizing Time-Dependent Data Using Dynamic t-SNE. EuroVis (Short Papers) 2016: 73-77 - [c4]Renato Rodrigues Oliveira da Silva, Eduardo Faccin Vernier, Paulo Eduardo Rauber, João Luiz Dihl Comba, Rosane Minghim, Alexandru C. Telea:
Metric Evolution Maps: Multidimensional Attribute-driven Exploration of Software Repositories. VMV 2016 - 2015
- [c3]Paulo Eduardo Rauber, Renato Rodrigues Oliveira da Silva, Sander Feringa, M. Emre Celebi, Alexandre X. Falcão, Alexandru C. Telea:
Interactive Image Feature Selection Aided by Dimensionality Reduction. EuroVA@EuroVis 2015: 19-23 - [c2]Renato R. O. da Silva, Paulo E. Rauber, Rafael Messias Martins, Rosane Minghim, Alexandru C. Telea:
Attribute-based Visual Explanation of Multidimensional Projections. EuroVA@EuroVis 2015: 31-35 - 2013
- [c1]Paulo E. Rauber, Alexandre X. Falcão, Thiago Vallin Spina, Pedro J. de Rezende:
Interactive Segmentation by Image Foresting Transform on Superpixel Graphs. SIBGRAPI 2013: 131-138
Informal and Other Publications
- 2023
- [i4]Remo Sasso, Michelangelo Conserva, Paulo E. Rauber:
Posterior Sampling for Deep Reinforcement Learning. CoRR abs/2305.00477 (2023) - 2022
- [i3]Michelangelo Conserva, Paulo E. Rauber:
Hardness in Markov Decision Processes: Theory and Practice. CoRR abs/2210.13075 (2022) - 2020
- [i2]Aditya Ramesh, Paulo E. Rauber, Jürgen Schmidhuber:
Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits. CoRR abs/2007.04750 (2020) - 2017
- [i1]Paulo E. Rauber, Filipe Mutz, Jürgen Schmidhuber:
Hindsight policy gradients. CoRR abs/1711.06006 (2017)
Coauthor Index
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