On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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2 results for “non-sub-Gaussian”

UCB for Large-Scale Pure Exploration: Beyond Sub-Gaussianitystat.ML

UCB algorithm adapted for large-scale, non-sub-Gaussian problems.

problem Selecting the best alternative from a large set of options with non-sub-Gaussian performance distributions.

method Adapted UCB algorithm for non-sub-Gaussian settings, focusing on sample size and meta-UCB selection.

result UCB algorithms can achieve sample optimality in large-scale, non-sub-Gaussian problems.

UCB algorithm pure exploration non-sub-Gaussian meta-UCB large-scale

2025-11-27abs ↗pdf ↗

Generalized Linear Models with Structured Sparsity Estimatorsstat.ML

Paper introduces structured sparsity estimators for Generalized Linear Models.

problem Estimating structured sparsity in GLMs with debiased estimators.

method Extends Stucky and van de Geer's results to GLMs with structured sparsity.

result Proves oracle inequalities for structured sparsity estimators in GLMs.

Generalized Linear Models Structured Sparsity Oracle Inequalities Debiased Estimators Convex Cones

2021-04-29abs ↗pdf ↗