Counterfactual Inference For Sequential Experiment Design

Channel:
United States Simons Institute for the Theory of Computing
Subscribers:
68,700
Published on ● Video Link: https://www.youtube.com/watch?v=X5bhzwtPLM8


Duration: 30:10
616 views
0

Raaz Dwivedi (MIT)
https://simons.berkeley.edu/talks/counterfactual-inference-sequential-experiment-design
Learning from Interventions



Other Videos By Simons Institute for the Theory of Computing


2022-02-24Computationally Efficient Alternatives to Nonconvex-Nonconcave Min-Max Optimization
2022-02-16Balancing Covariates In Randomized Experiments: The Gram--Schmidt Walk Design
2022-02-16Some Staged Tree Models For Learning From Interventions
2022-02-16Learning And Testing Causal Models: A Property Testing Viewpoint
2022-02-16Panel Discussion
2022-02-16Machine Learning-Based Design Of Proteins
2022-02-15Searching For Causal Genetic Mechanisms Across Human Populations
2022-02-15To Adjust Or Not To Adjust? Estimating The Average Treatment Effect In Randomized Experiments...
2022-02-15Panel Discussion
2022-02-15Learning from RCTs in Public Health and Medicine
2022-02-15Counterfactual Inference For Sequential Experiment Design
2022-02-15Panel Discussion
2022-02-15Online Reinforcement Learning With The Help Of Confounded Offline Data
2022-02-14Learning Causal Representations From Unknown Interventions
2022-02-14Causal Emergence: When Distortions In A Map Obscure The Territory
2022-02-12Nonparametric Density Estimation and Convergence of GANs under Besov IPMs
2022-02-12Teamwork Makes The Von Neumann Work: Two Team Zero Sum Games
2022-02-12Causal Inference For Socio-Economic & Engineering Systems
2022-02-12Learning In The Presence Of Strategic Agents: Dynamics, Equilibria, And Convergence
2022-02-12Multi-Agent Reinforcement Learning In Stochastic Games: From Alphago To Robust Control
2022-02-12Algorithmic Advances For The Design And Analysis Of Randomized Control Trials