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

Trend · papers per month

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← all fields·2 papers on “prediction markets” in Quant Finance · 1 week

Optimal Market Making in Prediction Marketsq-fin.TR

Optimal market making improves liquidity in prediction markets.

problem Efficient price discovery in prediction markets.

method Stochastic control framework for optimal market making.

result Optimal market quotes improve downside protection and profit.

prediction markets market making stochastic control optimal quotes wealth maximization

2026-07-20abs ↗pdf ↗

Uniform-Loss Automated Market Making for Prediction Marketsq-fin.TR

Uniform AMMs control loss in prediction markets.

problem Controlling loss in prediction markets.

method Loss-versus-rebalancing (LVR) framework and uniform AMMs.

result Uniform AMMs achieve proportional LVR to pool value.

prediction markets automated market making loss-versus-rebalancing uniform AMMs win-martingales

2026-07-19abs ↗pdf ↗