| Structure-adaptive Manifold Estimation N Puchkin, V Spokoiny Journal of Machine Learning Research 23 (40), 1-62, 2022 | 7 | 2022 |
| Exponential savings in agnostic active learning through abstention N Puchkin, N Zhivotovskiy Conference on Learning Theory, 3806-3832, 2021 | 5 | 2021 |
| Rates of convergence for density estimation with GANs D Belomestny, E Moulines, A Naumov, N Puchkin, S Samsonov arXiv preprint arXiv:2102.00199, 2021 | 4 | 2021 |
| An adaptive multiclass nearest neighbor classifier N Puchkin, V Spokoiny ESAIM: Probability and Statistics 24, 69-99, 2020 | 4 | 2020 |
| Reconstruction of manifold embeddings into Euclidean spaces via intrinsic distances N Puchkin, V Spokoiny, E Stepanov, D Trevisan arXiv preprint arXiv:2012.13770, 2020 | 1 | 2020 |
| Inference via Randomized Test Statistics N Puchkin, V Ulyanov arXiv preprint arXiv:2112.06583, 2021 | | 2021 |
| Manifold-based time series forecasting N Puchkin, A Timofeev, V Spokoiny arXiv preprint arXiv:2012.08244, 2020 | | 2020 |
