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.

168,695 papers · 148 categories

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3 results for “data-carving”

A parametric distribution for exact post-selection inference with data carvingstat.ME

Paper simplifies data carving inference with a parametric distribution.

problem Valid inference after selection with data carving.

method Developed a parametric distribution for data carving inference.

result Exact inference for data carving can be computed trivially.

data carving post-selection inference parametric distribution pivotal quantities truncated normal

2023-05-21abs ↗pdf ↗

Flexible Selective Inference with Flow-based Transport Mapsstat.ME

Flexible selective inference using flow-based transport maps.

problem Selective inference with complex selection events.

method Flow-based generative modeling for conditional distribution approximation.

result Valid p-values and confidence sets for adaptively selected hypotheses and parameters.

selective inference flow-based modeling transport maps data-carving likelihood-based inference

2025-06-01abs ↗pdf ↗

Data fission: splitting a single data pointstat.ME

A method to split a data point into two parts that individually cannot reconstruct the whole, but together can.

problem Splitting a single data point into two parts such that neither can reconstruct the whole but together can.

method Borrowing ideas from Bayesian inference to achieve a continuous analog of data splitting.

result A method to achieve data fission, enabling post-selection inference in finite samples.

data fission data splitting post-selection inference Bayesian inference trend filtering

2021-12-21abs ↗pdf ↗