Author

Rahul Vaze

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Jul 2026

Simultaneous Coverage and Efficiency Guarantee in Online Conformal Prediction

A unified online learning framework that simultaneously controls absolute, non-cancelling coverage violation and prediction-set efficiency against a dynamically evolving benchmark for three important models is considered.

Rahul Vaze · arXiv.org · 0 citations

#machine learning Preprint Sep 2026

Convex Optimization with Nested Evolving Feasible Sets (CONES) under Time-Varying Loss Functions

This paper extends CONES to allow for loss functions $f_t'$s to also change over time, and shows that any online algorithm with sublinear {\it anytime} regret has a movement cost of $\Omega\left(\log T\right)$.

Rahul Vaze · 0 citations