Yury Gorishniy

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

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Publications

Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko
TabR: Tabular Deep Learning Meets Nearest Neighbors. ICLR (2024)
Ivan Rubachev, Nikolay Kartashev, Yury Gorishniy, Artem Babenko
TabReD: A Benchmark of Tabular Machine Learning in-the-Wild. CoRR (2024)
Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko
TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning. CoRR (2023)
Ivan Rubachev, Artem Alekberov, Yury Gorishniy, Artem Babenko
Revisiting Pretraining Objectives for Tabular Deep Learning. CoRR (2022)
Yury Gorishniy, Ivan Rubachev, Artem Babenko
On Embeddings for Numerical Features in Tabular Deep Learning. NeurIPS (2022)
Yury Gorishniy, Ivan Rubachev, Artem Babenko
On Embeddings for Numerical Features in Tabular Deep Learning. CoRR (2022)
Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Revisiting Deep Learning Models for Tabular Data. CoRR (2021)
Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Revisiting Deep Learning Models for Tabular Data. NeurIPS (2021)