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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2 results for “I-prior”

Additive interaction modelling using I-priorsmath.ST

Proposes I-prior extension for additive interaction models.

problem Challenges in estimating and selecting models with interactions.

method Extends I-prior methodology to multiple covariates, introducing a parsimonious model specification.

result Improves estimation and model selection for additive interaction models.

I-prior additive interaction model selection EM algorithm parsimonious specification

2020-07-30abs ↗pdf ↗

Warm Starts Accelerate Conditional Diffusioncs.LG

WSD uses a deterministic model to accelerate diffusion-based sampling.

problem Slow refinement process in diffusion models.

method Warm-start model that predicts an informed prior conditioned on input context.

result Significantly reduces the number of diffusion steps required for realistic samples.

diffusion models conditional generation fast sampling warm starts generative models

2025-07-12abs ↗pdf ↗