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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.

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1 result for “Cox-MLP”

T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLPcs.DS

T-SCI improves Cox-MLP's guaranteed coverage for censored data.

problem Losing guaranteed coverage when relaxing linear assumption with neural networks.

method Two-stage conformal inference algorithm with non-conformity score.

result T-SCI provides guaranteed coverage under milder assumptions.

conformal inference Cox-MLP censored data neural networks guaranteed coverage

2021-03-08abs ↗pdf ↗