Linderman, Scott W.

6 publications

NeurIPS 2024 Structured Flexibility in Recurrent Neural Networks via Neuromodulation Julia C. Costacurta, Shaunak Bhandarkar, David Zoltowski, Scott W. Linderman

NeurIPS 2024 Towards Scalable and Stable Parallelization of Nonlinear RNNs Xavier Gonzalez, Andrew Warrington, Jimmy T.H. Smith, Scott W. Linderman

AISTATS 2018 Reparameterizing the Birkhoff Polytope for Variational Permutation Inference Scott W. Linderman, Gonzalo E. Mena, Hal James Cooper, Liam Paninski, John P. Cunningham

AISTATS 2018 Variational Sequential Monte Carlo Christian A. Naesseth, Scott W. Linderman, Rajesh Ranganath, David M. Blei

AISTATS 2017 Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems Scott W. Linderman, Matthew J. Johnson, Andrew C. Miller, Ryan P. Adams, David M. Blei, Liam Paninski

AISTATS 2017 Reparameterization Gradients Through Acceptance-Rejection Sampling Algorithms Christian A. Naesseth, Francisco J. R. Ruiz, Scott W. Linderman, David M. Blei