Causality Boot Camp

Program

Causality

Location

Calvin Lab Auditorium

Date

Tuesday, Jan. 18 – Friday, Jan. 21, 2022

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All talks are listed in Pacific Time.

7 a.m. PT

Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus

9 – 9:20 a.m.

Coffee & Check In

9:20 – 9:30 a.m.

Opening Remarks

9:30 – 10:30 a.m.

Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus

Spencer Gordon (Caltech)

10:30 – 11 a.m.

Break

11 a.m. – 12 p.m.

Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus

Spencer Gordon (Caltech)

12 – 2 p.m.

Lunch

2 – 3 p.m.

Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus

Spencer Gordon (Caltech)

3 – 3:30 p.m.

Break

3:30 – 4:30 p.m.

Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus

Spencer Gordon (Caltech)

4:30 – 5:30 p.m.

Reception

7 a.m. PT

Introduction to Causal Discovery Methods

9 – 9:30 a.m.

Coffee & Check In

9:30 – 10:30 a.m.

Classical Strategies and Concepts in Causal Discovery

Daniel Malinsky (Columbia University)

10:30 – 11 a.m.

Break

11 a.m. – 12 p.m.

Classical Strategies and Concepts in Causal Discovery

Daniel Malinsky (Columbia University)

12 – 2 p.m.

Lunch

2 – 3 p.m.

Unmeasured Confounding and More Recent Developments/Challenges in Causal Discovery

Daniel Malinsky (Columbia University)

3 – 3:30 p.m.

Break

3:30 – 4:30 p.m.

Unmeasured Confounding and More Recent Developments/Challenges in Causal Discovery

Daniel Malinsky (Columbia University)

7 a.m. PT

An Introduction to Potential Outcomes, DAGs and Single-World Intervention Graphs

9 – 9:30 a.m.

Coffee & Check In

9:30 – 10:30 a.m.

An Introduction to Potential Outcomes, DAGs and Single-World Intervention Graphs

Thomas Richardson (University of Washington)

10:30 – 11 a.m.

Break

11 a.m. – 12 p.m.

An Introduction to Potential Outcomes, DAGs and Single-World Intervention Graphs

Thomas Richardson (University of Washington)

12 – 2 p.m.

Lunch

2 – 3 p.m.

An Introduction to Potential Outcomes, DAGs and Single-World Intervention Graphs

Thomas Richardson (University of Washington)

3 – 3:30 p.m.

Break

3:30 – 4:30 p.m.

An Introduction to Potential Outcomes, DAGs and Single-World Intervention Graphs

Thomas Richardson (University of Washington)

7 a.m. PT

Introduction to Experimental Design

9 – 9:30 a.m.

Coffee & Check In

9:30 – 10:30 a.m.

Introduction to Experimental Design

Chandler Squires (MIT)

10:30 – 11 a.m.

Break

11 a.m. – 12 p.m.

Introduction to Experimental Design

Chandler Squires (MIT)

12 – 2 p.m.

Lunch

2 – 3 p.m.

Introduction to Experimental Design

Chandler Squires (MIT)

3 – 3:30 p.m.

Break

3:30 – 4:30 p.m.

Introduction to Experimental Design

Chandler Squires (MIT)