3 citations · 3 across the 3 of their papers we have counts for
11 papers
Conformal Prediction Intervals with Tail-Specific Guarantees
Simone Cuonzo, Nina Deliu
This paper extends classical conformal frameworks for constructing prediction intervals with global marginal coverage to intervals that provide explicitly calibrated guarant…
Scalable Generalised Accuracy Estimation for Multisource Register-based Official Statistics
Nina Deliu, Piero Demetrio Falorsi, Stefano Falorsi +2
Official statistics are undergoing a significant transformation, as national statistical institutes transition from traditional single-source data production systems to integrated…
Algorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization
Tong Li, Jacob Nogas, Haochen Song +8
Traditional randomized A/B experiments assign arms with uniform random (UR) probability, such as 50/50 assignment to two versions of a website to discover whether one version engag…
Conformal bandits: bringing statistical validity and reward efficiency under weak arm separability
Simone Cuonzo, Nina Deliu
We introduce Conformal Bandits, a novel framework integrating Conformal Prediction (CP) into bandit problems, a classic paradigm for sequential decision-making under uncertainty. T…
A Personalized Exercise Assistant using Reinforcement Learning (PEARL): Results from a four-arm Randomized-controlled Trial
Amy Armento Lee, Narayan Hegde, Nina Deliu +16
Consistent physical inactivity poses a major global health challenge. Mobile health (mHealth) interventions, particularly Just-in-Time Adaptive Interventions (JITAIs), offer a prom…
Implementing Response-Adaptive Randomisation in Stratified Rare-disease Trials: Design Challenges and Practical Solutions
Rajenki Das, Nina Deliu, Mark Toshner +1
Although response-adaptive randomisation (RAR) has gained substantial attention in the literature, it still has limited use in clinical trials. Amongst other reasons, the implement…