Следене
Ivan Rubachev
Ivan Rubachev
Yandex Research
Потвърден имейл адрес: hse.ru - Начална страница
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Позовавания
Позовавания
Година
Revisiting deep learning models for tabular data
Y Gorishniy, I Rubachev, V Khrulkov, A Babenko
Advances in Neural Information Processing Systems 34, 18932-18943, 2021
4642021
Label-efficient semantic segmentation with diffusion models
D Baranchuk, I Rubachev, A Voynov, V Khrulkov, A Babenko
arXiv preprint arXiv:2112.03126, 2021
3212021
Tabddpm: Modelling tabular data with diffusion models
A Kotelnikov, D Baranchuk, I Rubachev, A Babenko
International Conference on Machine Learning, 17564-17579, 2023
942023
On embeddings for numerical features in tabular deep learning
Y Gorishniy, I Rubachev, A Babenko
Advances in Neural Information Processing Systems 35, 24991-25004, 2022
802022
Revisiting pretraining objectives for tabular deep learning
I Rubachev, A Alekberov, Y Gorishniy, A Babenko
arXiv preprint arXiv:2207.03208, 2022
292022
Tabr: Unlocking the power of retrieval-augmented tabular deep learning
Y Gorishniy, I Rubachev, N Kartashev, D Shlenskii, A Kotelnikov, ...
arXiv preprint arXiv:2307.14338, 2023
5*2023
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