Gonzalez, Xavier

4 publications

TMLR 2026 A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems Xavier Gonzalez, E. Kelly Buchanan, Hyun Dong Lee, Jerry Weihong Liu, Ke Alexander Wang, David M. Zoltowski, Leo Kozachkov, Christopher Re, Scott Linderman

NeurIPS 2025 Parallelizing MCMC Across the Sequence Length David M. Zoltowski, Skyler Wu, Xavier Gonzalez, Leo Kozachkov, Scott Linderman

NeurIPS 2025 Predictability Enables Parallelization of Nonlinear State Space Models Xavier Gonzalez, Leo Kozachkov, David M. Zoltowski, Kenneth L. Clarkson, Scott Linderman

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