Yury Gorishniy

According to our database, Yury Gorishniy authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TabReD: A Benchmark of Tabular Machine Learning in-the-Wild.

Ivan Rubachev, Nikolay Kartashev, Yury Gorishniy, Artem Babenko

CoRR, 2024

TabR: Tabular Deep Learning Meets Nearest Neighbors.

Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning.

Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko

CoRR, 2023

2022

Revisiting Pretraining Objectives for Tabular Deep Learning.

Ivan Rubachev, Artem Alekberov, Yury Gorishniy, Artem Babenko

CoRR, 2022

On Embeddings for Numerical Features in Tabular Deep Learning.

Yury Gorishniy, Ivan Rubachev, Artem Babenko

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Revisiting Deep Learning Models for Tabular Data.

Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021