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Research

Publications: Dr Paulo Rauber

Rauber P, Ummadisingu A, Mutz F, Schmidhuber J ( 2021 ) . Reinforcement Learning in Sparse-Reward Environments with Hindsight Policy Gradients . Neural Computation
Rauber P, Ummadisingu A, Mutz F, Schmidhuber J ( 2019 ) . Hindsight policy gradients . International Conference on Learning Representations . Conference: ICLR 20191 - 1 .
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)