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 “auto-bidding”

Lightweight Auto-bidding based on Traffic Prediction in Live Advertisingstat.ML

BiCB combines traffic prediction and bidding optimization for live advertising.

problem Real-time bidding in live advertising with unknown future traffic.

method Binary Constrained Bidding (BiCB) that merges mathematical analysis and statistical traffic estimation.

result BiCB achieves good approximation to optimal bidding results with low complexity.

live advertising auto-bidding reinforcement learning traffic prediction revenue maximization

2025-08-08abs ↗pdf ↗

BAT: Benchmark for Auto-bidding Taskcs.AI

BAT benchmark for autobidding tasks in RTB auctions.

problem Lack of comprehensive datasets and benchmarks for autobidding.

method Developed a benchmark for two auction formats, implemented robust baselines.

result Provides a framework for developing and refining autobidding algorithms.

autobidding benchmark RTB online advertising optimization

2025-05-13abs ↗pdf ↗