Research
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

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · May 202019922001200920172026
3 results for “disintermediation”
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.orgecon.EM

The study examines biases in Kiva.org's microfinance platform and proposes methods to mitigate them.

problem Identifying and mitigating hidden biases in lender preferences for different sectors on Kiva.org.
method The study uses causal inference and regression models with Bayesian variable selection methods to investigate and quantify biases. Fairness constraints are then incorporated to maintain comparable results.
result The influence of economic factors and loan attributes on lender preferences varies by sector, and models can be adjusted to mitigate biases.
Kiva.orgmicrofinancebias mitigationBayesian variable selectionregression models
2020-06-20abs ↗pdf ↗