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Journal Articles
- 2018
[j3]Isaac J. Sledge
, Matthew S. Emigh, José C. Príncipe:
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2080-2098 (2018)- [j2]Eder Santana, Matthew S. Emigh, Pablo Zegers, José C. Príncipe:
Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3738-3746 (2018) - 2016
- [j1]Matthew Emigh, Evan G. Kriminger, Austin J. Brockmeier, José C. Príncipe, Panos M. Pardalos:
Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning. IEEE Trans. Comput. Intell. AI Games 8(1): 56-66 (2016)
Conference and Workshop Papers
- 2017
- [c6]Shujian Yu, Matthew Emigh, Eder Santana, José C. Príncipe:
Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives. ICASSP 2017: 6115-6119 - 2016
- [c5]Eder Santana, Matthew Emigh, José C. Príncipe:
Information Theoretic-Learning auto-encoder. IJCNN 2016: 3296-3301 - 2015
- [c4]Matthew Emigh, Evan Kriminger, José C. Príncipe:
Linear discriminant analysis with an information divergence criterion. IJCNN 2015: 1-6 - [c3]Matthew Emigh, Evan Kriminger, José Carlos Príncipe:
A model based approach to exploration of continuous-state MDPs using Divergence-to-Go. MLSP 2015: 1-6 - 2013
- [c2]Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe:
Information-theoretic metric learning: 2-D linear projections of neural data for visualization. EMBC 2013: 5586-5589 - 2012
- [c1]Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, José C. Príncipe:
Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. EMBC 2012: 2957-2960
Informal and Other Publications
- 2023
- [i6]Brandon Sheffield, Frank E. Bobe III, Bradley Marchand, Matthew S. Emigh:
Advances in Self-Supervised Learning for Synthetic Aperture Sonar Data Processing, Classification, and Pattern Recognition. CoRR abs/2308.11633 (2023) - 2021
- [i5]Isaac J. Sledge, Matthew S. Emigh, Jonathan L. King, Denton L. Woods, J. Tory Cobb, José C. Príncipe:
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders. CoRR abs/2101.03603 (2021) - 2019
- [i4]Chi Ding, Zheng Cao, Matthew S. Emigh, José C. Príncipe, Bing Ouyang, Anni K. Vuorenkoski, Fraser R. Dalgleish, Brian Ramos, Yanjun Li:
Algorithmic Design and Implementation of Unobtrusive Multistatic Serial LiDAR Image. CoRR abs/1911.03267 (2019) - 2018
- [i3]Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe:
Guided Policy Exploration for Markov Decision Processes using an Uncertainty-Based Value-of-Information Criterion. CoRR abs/1802.01518 (2018) - 2016
- [i2]Eder Santana, Matthew Emigh, José C. Príncipe:
Information Theoretic-Learning Auto-Encoder. CoRR abs/1603.06653 (2016) - [i1]Eder Santana, Matthew Emigh, Pablo Zerges, José C. Príncipe:
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks. CoRR abs/1611.00050 (2016)
Coauthor Index
aka: José Carlos Príncipe
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