Mikolaj Kasprzak

According to our database, Mikolaj Kasprzak authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Targeted Accuracy Diagnostic for Variational Approximations.

Yu Wang, Mikolaj Kasprzak, Jonathan H. Huggins

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2020

Validated Variational Inference via Practical Posterior Error Bounds.

Jonathan H. Huggins, Mikolaj Kasprzak, Trevor Campbell, Tamara Broderick

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Practical Posterior Error Bounds from Variational Objectives.

Jonathan H. Huggins, Mikolaj Kasprzak, Trevor Campbell, Tamara Broderick

CoRR, 2019

Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees.

Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach.

Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick

CoRR, 2018