Efficient debiased evidence estimation by multilevel Monte Carlo sampling K Ishikawa, T Goda Uncertainty in Artificial Intelligence, 34-43, 2021 | 6 | 2021 |
Kernel Conditional Moment Constraints for Confounding Robust Inference K Ishikawa, N He International Conference on Artificial Intelligence and Statistics, 650-674, 2023 | 4 | 2023 |
On the Parallel Complexity of Multilevel Monte Carlo in Stochastic Gradient Descent K Ishikawa arXiv preprint arXiv:2310.02402, to appear at OPT 2023 (NeurIPS workshop), 2023 | | 2023 |
A Convex Framework for Confounding Robust Inference K Ishikawa, N He, T Kanamori arXiv preprint arXiv:2309.12450, 2023 | | 2023 |
Multilevel Monte Carlo estimation of log marginal likelihood T Goda, K Ishikawa arXiv preprint arXiv:1912.10636, 2019 | | 2019 |