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NeurIPS 2026ITMOD ONE / ITMORetrieval-augmented generation

Machine Learning-Driven RAG System Design

Anastasia Orlova, Nina Gubina, Aleksei Dmitrenko, Arsen Sarkisyan and 6 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026St. Petersburg StateITMOOptimization

Learning Augmented Exact Exponential Algorithms

Machine-learned predictions augment exact exponential subset-selection algorithms, reducing search space and runtime smoothly with prediction quality under weak independence or unknown-accuracy settings.

Tatiana Belova, Yuriy Dementiev, Danil Sagunov

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 3/10
strict 2/5