Aditya Tanna

According to our database, Aditya Tanna authored at least 11 papers between 2025 and 2026.

Collaborative distances:

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

2026

Shaping the Prior: How Synthetic Task Distributions Determine Tabular Foundation Model Quality.

Mohamed Bouadi, Nassim Bouarour, Varun Kulkarni, Shivam Dubey, Aditya Tanna, Vinay Kumar Sankarapu

CoRR, May, 2026

Distilling Tabular Foundation Models for Structured Health Data.

Aditya Tanna, Nassim Bouarour, Mohamed Bouadi, Vinay Kumar Sankarapu, Pratinav Seth

CoRR, May, 2026

Ensembling Tabular Foundation Models - A Diversity Ceiling And A Calibration Trap.

Aditya Tanna, Yash Desai, Pratinav Seth, Mohamed Bouadi, Nassim Bouarour, Vinay Kumar Sankarapu

CoRR, May, 2026

Pocket Foundation Models: Distilling TFMs into CPU-Ready Gradient-Boosted Trees.

Aditya Tanna, Nassim Bouarour, Mohamed Bouadi, Vinay Kumar Sankarapu, Pratinav Seth

CoRR, May, 2026

Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models.

Aditya Tanna, Mitul Solanki, Mohamed Bouadi, Nassim Bouarour, Pratinav Seth, Vinay Kumar Sankarapu

CoRR, May, 2026

TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models.

Aditya Tanna, Pratinav Seth, Mohamed Bouadi, Vinay Kumar Sankarapu

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

Exploring Fine-Tuning for Tabular Foundation Models.

Aditya Tanna, Pratinav Seth, Mohamed Bouadi, Vinay Kumar Sankarapu

Proceedings of the ACM Web Conference 2026, 2026

Orion-Bix: Bi-Axial Attention for Tabular In-Context Learning.

Mohamed Bouadi, Pratinav Seth, Aditya Tanna, Vinay Kumar Sankarapu

Proceedings of the ACM Web Conference 2026, 2026

2025

Orion-MSP: Multi-Scale Sparse Attention for Tabular In-Context Learning.

Mohamed Bouadi, Pratinav Seth, Aditya Tanna, Vinay Kumar Sankarapu

CoRR, November, 2025

TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models.

Aditya Tanna, Pratinav Seth, Mohamed Bouadi, Utsav Avaiya, Vinay Kumar Sankarapu

CoRR, November, 2025

Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers.

Parthiv Chatterjee, Shivam Sonawane, Amey Hengle, Aditya Tanna, Sourish Dasgupta, Tanmoy Chakraborty

Trans. Mach. Learn. Res., 2025