Gonzalo E. Mena

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 8

Top Topics

Sum Product Algorithm

Dirichlet Process Mixture Models

Liquid State Machine

Probabilistic Inference

Top Venues

Publications

Gonzalo E. Mena, Amin Nejatbakhsh, Erdem Varol, Jonathan Niles-Weed
Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport. CoRR (2020)
Erdem Varol, Amin Nejatbakhsh, Ruoxi Sun, Gonzalo E. Mena, Eviatar Yemini, Oliver Hobert, Liam Paninski
Statistical Atlas of C. elegans Neurons. MICCAI (5) (2020)
Gonzalo E. Mena, Erdem Varol, Amin Nejatbakhsh, Eviatar Yemini, Liam Paninski
Sinkhorn Permutation Variational Marginal Inference. AABI (2019)
Nishal P. Shah, Sasidhar Madugula, Lauren E. Grosberg, Gonzalo E. Mena, Pulkit Tandon, Pawel Hottowy, Alexander Sher, Alan M. Litke, Subhasish Mitra, E. J. Chichilnisky
Optimization of Electrical Stimulation for a High-Fidelity Artificial Retina. NER (2019)
Gonzalo E. Mena, David Belanger, Scott W. Linderman, Jasper Snoek
Learning Latent Permutations with Gumbel-Sinkhorn Networks. CoRR (2018)
Gonzalo E. Mena, David Belanger, Scott W. Linderman, Jasper Snoek
Learning Latent Permutations with Gumbel-Sinkhorn Networks. ICLR (Poster) (2018)
Scott W. Linderman, Gonzalo E. Mena, Hal James Cooper, Liam Paninski, John P. Cunningham
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference. AISTATS (2018)
Gonzalo E. Mena, Lauren E. Grosberg, Sasidhar Madugula, Pawel Hottowy, Alan M. Litke, John P. Cunningham, E. J. Chichilnisky, Liam Paninski
Electrical stimulus artifact cancellation and neural spike detection on large multi-electrode arrays. PLoS Comput. Biol. 13 (11) (2017)
Gonzalo E. Mena, Liam Paninski
On Quadrature Methods for Refractory Point Process Likelihoods. Neural Comput. 26 (12) (2014)