Akim Kotelnikov

According to our database, Akim Kotelnikov authored at least 4 papers between 2023 and 2024.

Collaborative distances:

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

2024

TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling.

Yury Gorishniy, Akim Kotelnikov, 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