29 citations · 62 across the 8 of their papers we have counts for
8 papers
Self-evolving Agentic Customer Support System at LinkedIn
Chih Hui Wang, Mengdie Tu, Qianyun Zhang +4
Enterprise support agents operate in rapidly changing environments where policies, product capabilities, and knowledge bases evolve continuously, making static assistants brittle a…
From Prediction to Incrementality: Causal Optimization for Large-Scale Targeting and Recommendation
Changshuai Wei, John Bencina, Phuc Nguyen +2
Large-scale targeting and recommendation systems are typically built around predictive scores fed into heuristic or local allocation. When the business goal is incremental impact,…
Functional Analysis of Variance for Association Studies
Olga A. Vsevolozhskaya, Dmitri V. Zaykin, Mark C. Greenwood +2
While progress has been made in identifying common genetic variants associated with human diseases, for most of common complex diseases, the identified genetic variants only accoun…
Beyond Basic A/B testing: Improving Statistical Efficiency for Business Growth
Changshuai Wei, Phuc Nguyen, Benjamin Zelditch +1
The standard A/B testing approaches are mostly based on t-test in large scale industry applications. These standard approaches however suffers from low statistical power in busines…
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System
Changshuai Wei, Benjamin Zelditch, Joyce Chen +6
Computational marketing has become increasingly important in today's digital world, facing challenges such as massive heterogeneous data, multi-channel customer journeys, and limit…
Trees Assembling Mann Whitney Approach for Detecting Genome-wide Joint Association among Low Marginal Effect loci
Changshuai Wei, Daniel J. Schaid, Qing Lu
Common complex diseases are likely influenced by the interplay of hundreds, or even thousands, of genetic variants. Converging evidence shows that genetic variants with low margina…
A Weighted U Statistic for Genetic Association Analyses of Sequencing Data
Changshuai Wei, Ming Li, Zihuai He +3
With advancements in next generation sequencing technology, a massive amount of sequencing data are generated, offering a great opportunity to comprehensively investigate the role…
A weighted U statistic for association analysis considering genetic heterogeneity
Changshuai Wei, Robert C. Elston, Qing Lu
Converging evidence suggests that common complex diseases with the same or similar clinical manifestations could have different underlying genetic etiologies. While current researc…