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

Trend · papers per month

count % of corpus

3 results for “Rwanda”

Trend analysis and forecasting air pollution in Rwandastat.ML

This paper analyzes air pollution trends in Rwanda using low-cost sensors and machine learning.

problem Lack of reliable air pollution data in Rwanda due to high costs of equipment.

method Analysis of existing data and development of forecasting models using low-cost sensors and machine learning.

result Proposes forecasting models for air pollution data collected by low-cost sensors.

air pollution Rwanda low-cost sensors machine learning forecasting

2022-05-20abs ↗pdf ↗

Lightweight Data Fusion with Conjugate Mappingsstat.ML

LDF combines neural networks with probabilistic models for data fusion.

problem Combining limited primary data with readily available auxiliary data.

method Neural networks as conjugate mappings of auxiliary data for posterior analysis.

result Efficient inference and compact latent variable posterior distributions.

data fusion neural networks probabilistic models conjugate mappings posterior analysis

2020-11-20abs ↗pdf ↗

Discovering East Africa's Industrial Opportunitiesq-fin.GN

What are East Africa's industrial opportunities? In this article we explore this question by using the Product Space to study the productive structure of five south-east African countries: Kenya, Mozambique, Rwanda, Tanzania and Zambia. The Product Space is a network connecting products that tend to be exported by the …

2012-03-01abs ↗pdf ↗