ArXiv TLDR

Nan Liu

4 papers · Latest:

Machine Learning

EpiCastBench: Datasets and Benchmarks for Multivariate Epidemic Forecasting

EpiCastBench introduces 40 diverse multivariate epidemic datasets and a standardized benchmark for evaluating forecasting models.

2605.11598
Artificial Intelligence

A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization

Hygieia is a versatile AI agent that integrates multi-modal data for accurate rare disease diagnosis and risk gene prioritization, outperforming physicians.

2605.06226
Artificial Intelligence

Resolving the bias-precision paradox with stochastic causal representation learning for personalized medicine

sMMD, a stochastic causal representation learning method, resolves the bias-precision paradox in personalized medicine, improving individualized treatment effects.

2605.05706
Econometrics

Root-$n$ Asymptotically Normal Maximum Score Estimation

This paper presents a method for maximum score estimation that achieves root-$n$ asymptotic normality using strictly concave surrogate score functions.

2604.13399

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