Michael Kohler

Identifiers

• name variant Michael Kohler 0.60 · backfill

Papers (24)

1. Statistically guided deep learning math.ST · 2025 · author #1
2. On the rate of convergence of an over-parametrized deep neural network regression estimate learned by gradient descent math.ST · 2025 · author #1
3. Analysis of the rate of convergence of an over-parametrized convolutional neural network image classifier learned by gradient descent stat.ML · 2024 · author #1
4. Learning of deep convolutional network image classifiers via stochastic gradient descent and over-parametrization math.ST · 2024 · author #1
5. On the rate of convergence of an over-parametrized Transformer classifier learned by gradient descent cs.LG · 2023 · author #1
6. Analysis of the expected $L_2$ error of an over-parametrized deep neural network estimate learned by gradient descent without regularization stat.ML · 2023 · author #2
7. Analysis of the rate of convergence of an over-parametrized deep neural network estimate learned by gradient descent math.ST · 2022 · author #1
8. On the universal consistency of an over-parametrized deep neural network estimate learned by gradient descent math.ST · 2022 · author #2
9. Analysis of convolutional neural network image classifiers in a rotationally symmetric model stat.ML · 2022 · author #1
10. On the rate of convergence of a classifier based on a Transformer encoder math.ST · 2021 · author #2
11. Convergence rates for shallow neural networks learned by gradient descent math.ST · 2021 · author #2
12. Estimation of a regression function on a manifold by fully connected deep neural networks math.ST · 2021 · author #1
13. On the density estimation problem for uncertainty propagation with unknown input distributions math.ST · 2020 · author #2
14. Uncertainty Quantification in Case of Imperfect Models: A Review eess.SY · 2020 · author #2
15. Statistical theory for image classification using deep convolutional neural networks with cross-entropy loss under the hierarchical max-pooling model math.ST · 2020 · author #1
16. On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data stat.ML · 2020 · author #1
17. Common Voice: A Massively-Multilingual Speech Corpus cs.CL · 2019 · author #5
18. Over-parametrized deep neural networks do not generalize well math.ST · 2019 · author #1
19. Analysis of the rate of convergence of neural network regression estimates which are easy to implement math.ST · 2019 · author #2
20. On the rate of convergence of a neural network regression estimate learned by gradient descent math.ST · 2019 · author #2
21. Estimation of a function of low local dimensionality by deep neural networks stat.ML · 2019 · author #1
22. On the rate of convergence of fully connected very deep neural network regression estimates stat.ML · 2019 · author #1
23. On data-based optimal stopping under stationarity and ergodicity math.ST · 2013 · author #1
24. A dynamic look-ahead Monte Carlo algorithm for pricing Bermudan options math.PR · 2007 · author #2

Mentions

• 2504.08489 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2504.03405 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2404.07128 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2312.17007 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2405.07619 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2011.13602 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2311.14609 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2107.09550 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2210.01443 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2208.14283 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2205.05500 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2111.14574 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2107.09532 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 2012.10113 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2012.09449 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 2011.00328 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 1908.11133 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 1908.11140 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 1912.06670 #5 · arxiv_oai · confidence 0.70 Michael Kohler
• 1912.03925 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 1912.05436 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 1912.03921 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 1307.5976 #1 · arxiv_oai · confidence 0.70 Michael Kohler
• 0710.3640 #2 · arxiv_oai · confidence 0.70 Michael Kohler
• 1307.5976 #1 · backfill · confidence 0.70 Michael Kohler
• 0710.3640 #2 · backfill · confidence 0.70 Michael Kohler

Frequent Coauthors

• Adam Krzyzak 9 shared papers
• Sophie Langer 5 shared papers
• Alina Braun 3 shared papers
• Harro Walk 3 shared papers
• Benjamin Walter 2 shared papers
• Sebastian Kersting 2 shared papers
• Selina Drews 2 shared papers
• Alisha S\"anger 1 shared papers
• Daniel Egloff 1 shared papers
• Francis M. Tyers 1 shared papers
• G\"ozde G\"ul Sahin 1 shared papers
• Gregor Weber 1 shared papers
• Iryna Gurevych 1 shared papers
• Josh Meyer 1 shared papers
• Kelly Davis 1 shared papers
• Lindsay Saunders 1 shared papers
• Megan Branson 1 shared papers
• Michael Henretty 1 shared papers
• Nebojsa Todorovic 1 shared papers
• Reuben Morais 1 shared papers