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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.

168,742 papers · 148 categories

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1 result for “Self-Contraction”
Improved Guarantees for Constrained Online Convex Optimization via Self-Contractioncs.LG

Improved COCO algorithms with better constraint control.

problem Achieving small regret and constraint violation in online convex optimization.
method Simple projection-based algorithm leveraging self-contraction geometry.
result Exponential improvement in cumulative constraint violation for strongly convex losses.
Online Convex OptimizationConstrained OptimizationSelf-ContractionRegret MinimizationConstraint Violation
2026-05-20abs ↗pdf ↗