Microsoft

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Differentially private (DP) synthetic data sets are a solution for sharing data while preserving the privacy of individual data providers. Understanding the effects of utilizing DP synthetic data in ...
IEEE

TabLinkLLM: An LLM-Based Approach for Entity Linking in Tabular Data

Abstract: Entity linking (EL) involves identifying references to entities in source data, which can be structured or unstructured, and associating them with their respective records in a structured ...
IEEE

An Improved Tabular Data Generator with VAE-GMM Integration

Abstract: The rising use of machine learning in various fields requires robust methods to create synthetic tabular data that preserve key characteristics while mitigating data scarcity chal-lenges.
Kiplinger

6 Tax Reasons to Convert Your IRA to a Roth (and When You Shouldn't)

1. Get tax-free growth and withdrawals in retirement with a Roth One major reason to convert your traditional IRA or 401 (k) into a Roth is for tax-free growth. Because taxes are paid on your ...
GitHub

desktop-pdf-to-csv-converter

Improve this page Add a description, image, and links to the desktop-pdf-to-csv-converter topic page so that developers can more easily learn about it. Curate this topic ...