Mikolaj Kasprzak

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Top Venues

Publications

Yu Wang, Mikolaj Kasprzak, Jonathan H. Huggins
A Targeted Accuracy Diagnostic for Variational Approximations. CoRR (2023)
Yu Wang, Mikolaj Kasprzak, Jonathan H. Huggins
A Targeted Accuracy Diagnostic for Variational Approximations. AISTATS (2023)
Jonathan H. Huggins, Mikolaj Kasprzak, Trevor Campbell, Tamara Broderick
Validated Variational Inference via Practical Posterior Error Bounds. AISTATS (2020)
Jonathan H. Huggins, Mikolaj Kasprzak, Trevor Campbell, Tamara Broderick
Practical Posterior Error Bounds from Variational Objectives. CoRR (2019)
Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees. AISTATS (2019)
Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees. CoRR (2018)
Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick
Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach. CoRR (2018)