Ivan Rubachev

According to our database, Ivan Rubachev authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

On Finetuning Tabular Foundation Models.

Ivan Rubachev, Akim Kotelnikov, Nikolay Kartashev, Artem Babenko

CoRR, June, 2025

TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks.

Ivan Rubachev, Nikolay Kartashev, Yury Gorishniy, Artem Babenko

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

TabDDPM: Modelling Tabular Data with Diffusion Models.

Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev, Artem Babenko

Proceedings of the International Conference on Machine Learning, 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

Label-Efficient Semantic Segmentation with Diffusion Models.

Dmitry Baranchuk, Andrey Voynov, Ivan Rubachev, Valentin Khrulkov, Artem Babenko

Proceedings of the Tenth International Conference on Learning Representations, 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