conftrace_

entropy reduction

11 papers

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Co-occurring keywords

bayesian inference (1907) receptive field (94) graphical model (864) dynamical system (398) distributed algorithm (79) language model (4599) surrogate model (181) adaptive agent (7) parameter efficiency (417) overfitting detection (11)

Papers

Knowledge Boundary Discovery for Large Language Models AAAI 2026
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents ACL 2026
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis ACL 2025
Quantifying Semantic Emergence in Language Models ACL 2025
Dynamics-inspired Neuromorphic Visual Representation Learning ICML 2023
Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021
Informative Object Annotations: Tell Me Something I Don't Know CVPR 2019
A Modeling Study of the Effects of Surprisal and Entropy in Perceptual Decision Making of an Adaptive Agent NAACL 2019
Contour location via entropy reduction leveraging multiple information sources NIPS 2018
Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment RSS 2017
Bayesian active learning with localized priors for fast receptive field characterization NIPS 2012