algorithmic reasoning 1branching networks 1graph neural networks 1hierarchical clustering 1multitask learning 1
From the 1 of 9 linked papers with an AI index.
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stat.ML2026
Risk-Controlled Post-Processing of Decision Policies
Sunay Joshi, Tao Wang, Hamed Hassani +1
Predictive models are often deployed through existing decision policies that stakeholders are reluctant to change unless a risk constraint requires intervention. We study risk-cont…
stat.ML2026
Optimal Decision-Making Based on Prediction Sets
Tao Wang, Edgar Dobriban
Prediction sets can wrap around any ML model to cover unknown test outcomes with a guaranteed probability. Yet, it remains unclear how to use them optimally for downstream decision…
stat.ML2026
Online Conformal Prediction via Universal Portfolio Algorithms
Tuo Liu, Edgar Dobriban, Francesco Orabona
Online conformal prediction (OCP) seeks prediction intervals that achieve long-run coverage for arbitrary (possibly adversarial) data streams, while remaining as informative…