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News/From Risk to Rescue: An Agentic Survival Analysis Framework for Liquidation Prevention
arxiv
PublishedApril 18, 2026 at 4:00 AM
▲bullish

From Risk to Rescue: An Agentic Survival Analysis Framework for Liquidation Prevention

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2604.14583v1 Announce Type: new Abstract: Decentralized Finance (DeFi) lending protocols like Aave v3 rely on over-collateralization to secure loans, yet users frequently face liquidation due to volatile market conditions. Existing risk management tools utilize static health-factor thresholds,

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    XGBoost Cox proportional hazards model
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#autonomous-agents#risk-management#decentralized-finance#machine-learning
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Mentioned models
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    XGBoost Cox proportional hazards model
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arxiv
Read original ↗All from arxiv →
Tags
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#autonomous-agents#risk-management#decentralized-finance#machine-learning
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Aave

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