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Improved algorithms for linear stochastic bandits

5 Pith papers cite this work. Polarity classification is still indexing.

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2026 5

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UNVERDICTED 5

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Counterexamples for lacunary dilates via dyadic spike blocks

math.CA · 2026-04-20 · unverdicted · novelty 8.0

Dyadic spike blocks yield counterexamples where lacunary averages diverge to infinity a.e. for mean-zero functions in all L^q and for L^p functions, resolving Erdős problems #995 and #996 negatively.

Bandits on graphs and structures

cs.LG · 2026-05-05 · unverdicted · novelty 2.0

The thesis compiles work on graph bandits (spectral smoothness, side observations, influence maximization) and structured bandits (kernel, polymatroid, function optimization with unknown smoothness, infinite arms) to improve practicality.

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