2 papers
cs.LG2026
Bootstrap-Conditioned Action Selection with Tabular Foundation Models
Devansh Gupta, Shiv Tavker, Dmitry Efimov +3
Contextual bandits offer a natural framework for sample-efficient personalization, but practical deployment remains difficult under sparse, biased interaction data, unreliable unce…
cs.LG2025
Probabilistic Pretraining for Neural Regression
Boris N. Oreshkin, Shiv Tavker, Dmitry Efimov
Transfer learning for probabilistic regression remains underexplored. This work closes this gap by introducing NIAQUE, Neural Interpretable Any-Quantile Estimation, a new model des…