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.

168,742 papers · 148 categories

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3 results for “Cut-models”

Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of componentsstat.ME

Enhances multi-modular models by directing information flow between components.

problem Improving predictive performance in multi-modular models with misspecification.

method Introduces Semi-Modular Inference (SMI) with an influence parameter to control information flow between modules.

result SMI allows for tunable and directed information flow, improving prediction in some settings.

Bayesian inference Multi-modular models Cut-models Power posterior Archaeological data

2020-03-15abs ↗pdf ↗

Eden model for Pentagonsmath.GT

Study pentagon growth with laser-cut models.

problem Explore topological and geometric properties of pentagon cell growth.

method Cell growth process in Euclidean plane, physical representations created with laser cutter.

result Aesthetic and geometric insights from pentagon growth models.

pentagons cell growth topology geometry laser cutting

2024-03-19abs ↗pdf ↗

Tree-Cut for Probabilistic Image Segmentationstat.ML

This paper presents a new probabilistic generative model for image segmentation, i.e. the task of partitioning an image into homogeneous regions. Our model is grounded on a mid-level image representation, called a region tree, in which regions are recursively split into subregions until superpixels are reached. Given t…

2015-06-11abs ↗pdf ↗