conftrace_

misspecification error

5 papers

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Co-occurring keywords

linear combination (13) observational panel datum (1) doubly robust (32) constrained regression (4) approximation factor (3) linear reinforcement learning (4) offline policy evaluation (12) synthetic control (16) panel datum (9) linear model (94)

Papers

On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024
Does Sparsity Help in Learning Misspecified Linear Bandits? ICML 2023
The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation ICML 2023
Tractable contextual bandits beyond realizability AISTATS 2021
Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear Models NIPS 2021