conftrace_

coverage

8 papers

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conformal prediction (2) benchmark linear program (1) capacity (1) offline agents (1) online agents (1) volumes (1) representational assumptions (1) spannersampling (1) ellipsoid (1) graph deep learning operators (1)

Papers

A Simple Model of Inference Scaling Laws ICML 2025 Computing High-dimensional Confidence Sets for Arbitrary Distributions COLT 2025 Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration COLT 2025 Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment ICML 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 Relational Conformal Prediction for Correlated Time Series ICML 2025 Generalized Coverage for More Robust Low-Budget Active Learning ECCV 2024 Parameter-Dependent Competitive Analysis for Online Capacitated Coverage Maximization through Boostings and Attenuations ICML 2024