Vasilis Syrgkanis
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| title | conference | date |
|---|---|---|
| Orthogonal Statistical Learning | Algorithmic Aspects of Causal Inference 2022 | 2022-03-18 |
Provides finite-sample guarantees that make nuisance estimation a second-order error source by using a two-stage sample-splitting meta-algorithm plus Neyman… | ||
| Adversarial Machine Learning and Instrumental Variables for Flexible Causal Modeling | Adversarial Approaches in Machine Learning 2022 | 2022-02-17 |
Proposes an adversarial minimax objective that converts nonparametric instrumental-variable conditions into a loss minimization problem, proves fast, adaptive… | ||
| Econometrics for Learning Agents | Complexity and Simplicity in Economics (Simons Institute workshop, 2015) | 2015-10-12 |
Claim: bidders are best-modeled as vanishing-regret learning agents, not Nash equilibria, so values can be inferred from bid histories. Method: convert regret… | ||
| nothing matches | ||