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05/04/2023
Correcting for Interference in Experiments: A Case Study at Douyin
Interference is a ubiquitous problem in experiments conducted on two-sid...
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03/21/2023
Policy Optimization for Personalized Interventions in Behavioral Health
Problem definition: Behavioral health interventions, delivered through d...
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06/06/2022
Markovian Interference in Experiments
We consider experiments in dynamical systems where interventions on some...
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10/22/2021
Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise
The problem of low-rank matrix completion with heterogeneous and sub-exp...
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06/05/2021
Learning Treatment Effects in Panels with General Intervention Patterns
The problem of causal inference with panel data is a central econometric...
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06/04/2021
Fair Exploration via Axiomatic Bargaining
Motivated by the consideration of fairly sharing the cost of exploration...
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11/17/2020
Optimizing Offer Sets in Sub-Linear Time
Personalization and recommendations are now accepted as core competencie...
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06/23/2020
Solving the Phantom Inventory Problem: Near-optimal Entry-wise Anomaly Detection
We observe that a crucial inventory management problem ('phantom invento...
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06/11/2020
The Limits to Learning an SIR Process: Granular Forecasting for Covid-19
A multitude of forecasting efforts have arisen to support management of ...
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06/11/2020
TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation
Thompson sampling has become a ubiquitous approach to online decision pr...
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11/19/2010