Matthew Emigh

Publication Activity (10 Years)

Years Active: 2015-2017
Publications (10 Years): 5

Top Topics

Metric Learning

Continuous State And Action Spaces

Information Theoretic

Discriminant Analysis

Top Venues

Publications

Shujian Yu, Matthew Emigh, Eder Santana, José C. Príncipe
Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives. ICASSP (2017)
Eder Santana, Matthew Emigh, José C. Príncipe
Information Theoretic-Learning auto-encoder. IJCNN (2016)
Eder Santana, Matthew Emigh, Pablo Zerges, José C. Príncipe
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks. CoRR (2016)
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) (2016)
Eder Santana, Matthew Emigh, José C. Príncipe
Information Theoretic-Learning Auto-Encoder. CoRR (2016)
Matthew Emigh, Evan Kriminger, José Carlos Príncipe
A model based approach to exploration of continuous-state MDPs using Divergence-to-Go. MLSP (2015)
Matthew Emigh, Evan Kriminger, José C. Príncipe
Linear discriminant analysis with an information divergence criterion. IJCNN (2015)