Publications: Dr Paulo Rauber
Conserva M, Rauber P
(
2022
)
.
Hardness in Markov Decision Processes: Theory and Practice
.
Ramesh A, Rauber P, Conserva M, Schmidhuber J
(
2022
)
.
Recurrent Neural-Linear Posterior Sampling
for Nonstationary Contextual Bandits
.
Neural Computation
vol.
34
,
1
-
41
.
Rauber P, Ummadisingu A, Mutz F, Schmidhuber J
(
2021
)
.
Reinforcement Learning in Sparse-Reward Environments with Hindsight Policy Gradients
.
Neural Computation
Ramesh A, Rauber P, Schmidhuber J
(
2020
)
.
Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits
.
Rauber P, Ummadisingu A, Mutz F, Schmidhuber J
(
2019
)
.
Hindsight policy gradients
.
International Conference on Learning Representations
.
Conference:
ICLR 20191
-
1
.
Rauber P, Ummadisingu A, Mutz F, Schmidhuber J
(
2017
)
.
Hindsight policy gradients
.
Rauber PE, Falcão AX, Telea AC
(
2017
)
.
Projections as visual aids for classification system design
.
Information Visualization
vol.
17
,
(
4
)
282
-
305
.
Kruiger JF, Rauber PE, Martins RM, Kerren A, Kobourov S, Telea AC
(
2017
)
.
Graph Layouts by t‐SNE
.
Computer Graphics Forum
vol.
36
,
(
3
)
283
-
294
.
Rauber PE, Fadel SG, Falcao AX, Telea AC
(
2017
)
.
Visualizing the Hidden Activity of Artificial Neural Networks
.
IEEE Trans Vis Comput Graph
vol.
23
,
(
1
)
101
-
110
.
Rauber PE, Falcão AX, Telea AC
(
2016
)
.
Visualizing Time-Dependent Data Using Dynamic t-SNE
.
Conference:
EuroVis (Short Papers)
Rauber PE, Falcão AX, Spina TV, de Rezende PJ
(
2013
)
.
Interactive Segmentation by Image Foresting Transform on Superpixel Graphs
.
Conference:
2013 XXVI Conference on Graphics, Patterns and Images131
-
138
.