Recent & Upcoming Talks

2023

Combining Causal Inference and Machine Learning for Model-agnostic Discovery in High-dimensional Biology

Mon, Mar 27, 2023 1:00 PM Boston, Massachusetts, USA

2022

Evaluating Treatment Efficacy in Clinical Trials with Two-phase Designs Using Stochastic-interventional Causal Effects

Mon, Dec 19, 2022 4:20 PM London, England, UK

Using Stochastic-interventional Causal Effects to Evaluate Treatment Efficacy in Clinical Trials

Thu, Dec 1, 2022 12:00 PM Boston, MA, USA

Combining Causal Inference and Machine Learning for Model-agnostic Discovery in High-dimensional Biology

Fri, Nov 4, 2022 10:00 AM Edinburgh, Scotland, UK

Evaluating Treatment Efficacy in Vaccine Clinical Trials with Two-phase Designs Using Stochastic-interventional Causal Effects

Wed, Oct 5, 2022 12:00 PM Cambridge, MA, USA

Nonparametric Sensitivity Analysis for the Survivor Average Causal Effect: Sharp Bounds for Vaccine Efficacy

Tue, May 24, 2022 10:00 AM Berkeley, CA, USA

2021

Efficient Estimation of Modified Treatment Policy Effects Based on the Generalized Propensity Score

Wed, Nov 17, 2021 10:30 AM New York, New York, United States (remote due to COVID-19)

A Framework for Causal Segmentation Analysis with Machine Learning in Large-Scale Digital Experiments

Fri, Nov 5, 2021 2:30 PM Boston, Massachusetts, United States (remote due to COVID-19)

Nonparametric Estimation of the Generalized Propensity Score Based on the Highly Adaptive Lasso

Wed, May 19, 2021 6:30 AM Oslo, Norway (remote due to COVID-19)

Leveraging the Causal Effects of Stochastic Interventions to Evaluate Vaccine Efficacy in Two-phase Trials

Wed, Jan 20, 2021 12:00 PM Seattle, Washington, United States (remote due to COVID-19)

2020

Leveraging the Causal Effects of Stochastic Interventions to Evaluate Vaccine Efficacy in Two-phase Trials

Wed, Dec 16, 2020 11:45 AM Boston, Massachusetts, United States (remote due to COVID-19)

Evaluating the Causal Impacts of Vaccine-induced Immune Responses in Two-phase Vaccine Efficacy Trials

Wed, Nov 4, 2020 1:30 PM Berkeley, California, United States (remote due to COVID-19)

Evaluating the Causal Impacts of Vaccine-induced Immune Responses in Two-phase Vaccine Efficacy Trials

Thu, Oct 15, 2020 9:00 AM Berkeley, California, United States (remote due to COVID-19)

Efficient Estimation of Stochastic Intervention Effects in Causal Mediation Analysis

Thu, Aug 6, 2020 10:00 AM Philadelphia, Pennsylvania, United States (remote due to COVID-19)

Nonparametric Causal Mediation Analysis for Stochastic Interventions

Wed, Apr 29, 2020 1:30 PM Berkeley, California, United States (remote due to COVID-19)

2019

Generalized Variance Moderation for Locally Efficient Estimation in High-Dimensional Biology

Tue, Jun 25, 2019 11:00 AM New York, New York, United States

Robust Inference on the Causal Effects of Stochastic Interventions Under Two-Phase Sampling, with Applications in Vaccine Efficacy Trials

Thu, Mar 21, 2019 3:00 PM Berkeley, California, United States

2018

Towards the Realistic, Robust, and Efficient Assessment of Causal Effects with Stochastic Shift Interventions

Fri, Sep 14, 2018 10:00 AM Berkeley, California, United States

Fair Inference Through Semiparametric-Efficient Estimation Over Constraint-Specific Paths

Thu, Aug 2, 2018 8:30 AM Vancouver, British Columbia, Canada

Data-Adaptive Estimation and Inference for Differential Methylation Analysis

Fri, Jul 27, 2018 11:00 AM Toronto, Ontario, Canada

Robust Nonparametric Inference for Stochastic Interventions Under Multi-Stage Sampling

Mon, Apr 2, 2018 4:00 PM Berkeley, California, United States

Efficient Estimation of Survival Prognosis Under Immortal Time Bias

Mon, Mar 12, 2018 2:00 PM Berkeley, California, United States

2017

Data-Adaptive Estimation and Inference for Differential Methylation Analysis

Sat, Nov 18, 2017 4:00 PM Petaluma, California, United States

Finite-Sample Inference and Moderated Statistics for Asymptotically Linear Parameters

Mon, Mar 20, 2017 4:00 PM Berkeley, California, United States

Targeted Biomarker Discovery

Mon, Mar 20, 2017 1:00 PM Berkeley, California, United States

2016

Ensemble (Machine) Learning with Super Learner and H2O in R

Tue, Dec 6, 2016 4:00 PM Berkeley, California, United States

Targeted Learning for High-Dimensional Variable Importance

Wed, Jul 27, 2016 2:30 PM Montréal, Quebec, Canada