Juan Kuntz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Latent Variable Models

Maximum Likelihood

Top Venues

SIAM J. Sci. Comput.

Publications

Rocco Caprio, Juan Kuntz, Samuel Power, Adam M. Johansen
Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities. CoRR (2024)
Juan Kuntz, Jen Ning Lim, Adam M. Johansen
Particle algorithms for maximum likelihood training of latent variable models. AISTATS (2023)
Jen Ning Lim, Juan Kuntz, Samuel Power, Adam M. Johansen
Momentum Particle Maximum Likelihood. CoRR (2023)
Juan Kuntz, Francesca R. Crucinio, Adam M. Johansen
Product-form estimators: exploiting independence to scale up Monte Carlo. Stat. Comput. 32 (1) (2022)
Juan Kuntz, Adam M. Johansen
Scalable particle-based alternatives to EM. CoRR (2022)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations. SIAM Rev. 63 (1) (2021)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces. SIAM J. Optim. 31 (1) (2021)
Juan Kuntz, Philipp Thomas, Guy-Bart Stan, Mauricio Barahona
The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains. SIAM J. Sci. Comput. 41 (2) (2019)
Juan Kuntz, Michela Ottobre, Guy-Bart Stan, Mauricio Barahona
Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming. SIAM J. Sci. Comput. 38 (6) (2016)