62 citations · 62 across the 5 of their papers we have counts for
5 papers
One button machine for automating feature engineering in relational databases
Hoang Thanh Lam, Johann-Michael Thiebaut, Mathieu Sinn +3
Feature engineering is one of the most important and time consuming tasks in predictive analytics projects. It involves understanding domain knowledge and data exploration to disco…
Distributed Entity Disambiguation with Per-Mention Learning
Tiep Mai, Bichen Shi, Patrick K. Nicholson +2
Entity disambiguation, or mapping a phrase to its canonical representation in a knowledge base, is a fundamental step in many natural language processing applications. Existing tec…
Bayesian sequential parameter estimation with a Laplace type approximation
Tiep Mai, Simon Wilson
A method for sequential inference of the fixed parameters of a dynamic latent Gaussian models is proposed and evaluated that is based on the iterated Laplace approximation. The met…
Modifying iterated Laplace approximations
Tiep Mai, Simon Wilson
In this paper, several modifications are introduced to the functional approximation method iterLap to reduce the approximation error, including stopping rule adjustment, proposal o…
Profiling user activities with minimal traffic traces
Tiep Mai, Deepak Ajwani, Alessandra Sala
Understanding user behavior is essential to personalize and enrich a user's online experience. While there are significant benefits to be accrued from the pursuit of personalized s…