Picture for Vasilis Syrgkanis

Vasilis Syrgkanis

Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments

Add code
Jun 06, 2019
Figure 1 for Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
Figure 2 for Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
Figure 3 for Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
Figure 4 for Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
Viaarxiv icon

Semi-Parametric Efficient Policy Learning with Continuous Actions

Add code
May 24, 2019
Figure 1 for Semi-Parametric Efficient Policy Learning with Continuous Actions
Figure 2 for Semi-Parametric Efficient Policy Learning with Continuous Actions
Figure 3 for Semi-Parametric Efficient Policy Learning with Continuous Actions
Figure 4 for Semi-Parametric Efficient Policy Learning with Continuous Actions
Viaarxiv icon

Orthogonal Statistical Learning

Add code
Jan 25, 2019
Figure 1 for Orthogonal Statistical Learning
Figure 2 for Orthogonal Statistical Learning
Figure 3 for Orthogonal Statistical Learning
Viaarxiv icon

Non-Parametric Inference Adaptive to Intrinsic Dimension

Add code
Jan 11, 2019
Figure 1 for Non-Parametric Inference Adaptive to Intrinsic Dimension
Figure 2 for Non-Parametric Inference Adaptive to Intrinsic Dimension
Viaarxiv icon

Orthogonal Machine Learning: Power and Limitations

Add code
Aug 01, 2018
Figure 1 for Orthogonal Machine Learning: Power and Limitations
Figure 2 for Orthogonal Machine Learning: Power and Limitations
Figure 3 for Orthogonal Machine Learning: Power and Limitations
Figure 4 for Orthogonal Machine Learning: Power and Limitations
Viaarxiv icon

Semiparametric Contextual Bandits

Add code
Jul 16, 2018
Figure 1 for Semiparametric Contextual Bandits
Viaarxiv icon

Orthogonal Random Forest for Heterogeneous Treatment Effect Estimation

Add code
Jul 12, 2018
Figure 1 for Orthogonal Random Forest for Heterogeneous Treatment Effect Estimation
Figure 2 for Orthogonal Random Forest for Heterogeneous Treatment Effect Estimation
Figure 3 for Orthogonal Random Forest for Heterogeneous Treatment Effect Estimation
Figure 4 for Orthogonal Random Forest for Heterogeneous Treatment Effect Estimation
Viaarxiv icon

Bayesian Exploration: Incentivizing Exploration in Bayesian Games

Add code
Jul 01, 2018
Viaarxiv icon

Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models

Add code
Jun 30, 2018
Figure 1 for Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models
Figure 2 for Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models
Viaarxiv icon

Accurate Inference for Adaptive Linear Models

Add code
Jun 20, 2018
Figure 1 for Accurate Inference for Adaptive Linear Models
Figure 2 for Accurate Inference for Adaptive Linear Models
Figure 3 for Accurate Inference for Adaptive Linear Models
Figure 4 for Accurate Inference for Adaptive Linear Models
Viaarxiv icon