01이 칸의 논문
- EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference with ML- Generated Variables
- Predictive Production-and-Service Planning: Ambiguity Aversion with Performance Guarantees
- A Method for Asynchronous Time Series Analysis with Marketing Applications
- Discovering Causal Models with Optimization: Confounders, Cycles, and Instrument Validity
- When Will Workers Follow an Algorithm? A Field Experiment with a Retail Business
02같은 주제, 다른 방법
- Learning Optimal Prescriptive Trees from Observational Data
- A Nonparametric Framework for Online Stochastic Matching with Correlated Arrivals
- Nonstationary Experimental Design Under Structured Trends
- Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms
- Design-Based Confidence Sequences: A General Approach to Risk Mitigation in Panel Experiments
- Learning to Optimally Stop Diffusion Processes, with Financial Applications
- Transfer Learning, Cross Learning and Co-Learning with Operational Data Analytics (ODA)
- Estimation Errors as Regret Lower Bounds for Linear Contextual Bandits
- Markovian Search with Ex Ante Constraints: Theory and Applications to Socially Aware Algorithmic Hiring
- Fast and Simple Adaptive Elicitations