Posted on

[edm-announce] Call for Papers: Causal Inference in EDM Half day virtual workshop @ EDM 2020

  • From: Stephen Fancsali <sfancsali@xxxxxxxxx>
  • To: edm-announce@xxxxxxxxxxxxx
  • Date: Tue, 19 May 2020 21:34:27 -0400

[on behalf of Adam Sales & Anthony Botelho]

———————————————————–
Call for Papers:
———————————————————–

Causal Inference in EDM Half day virtual workshop
@ EDM 2020
10 July, 2020
http://tiny.cc/CausalEDM2020

———————————————————–
Description:
———————————————————–
This workshop is intended to raise awareness of the ubiquity and importance
of causal questions in EDM, some of the exciting methods available to
address those questions, and some of the open questions of causal inference
in EDM. It will include invited discussions of ongoing projects addressing
causal questions, and short talks about relevant work in progress,
including work in any stage of development.

We are soliciting three types of submissions:
–  Long (20 minute) talks describing EDM research with a causal flavor
–  Short (10 minute) talks describing causal EDM work in progress
–  Open problems: In this portion of the workshop, you will briefly (~5
minutes) present a causal EDM question that you don’t know how to solve.
Each presentation will be followed by an open-ended discussion among the
workshop participants, hopefully suggesting ways to solve, or at least
better refine the problem. This sub-workshop will hopefully give the
presenting researchers constructive suggestions, and spur collaborations.

———————————————————–
Areas of interest (examples)
———————————————————–
    A/B Testing and randomized experiments
    Multi-armed bandits
    Graphical causal models/Bayesian networks
    Algorithmic causal discovery
    Causal mechanism/mediation analysis/principal stratification
    Estimating EDM program impacts
    Identifying and predicting differential effects
    Connections between machine learning and causal inference
    Dynamic treatment regimes
    Observational studies: causal inference without randomization

———————————————————–
Important Dates
———————————————————–
Submission deadline: Monday, June 15, 2020
Acceptance notification: Monday, June 29, 2020

———————————————————–
Organizing Committee
———————————————————–
Adam Sales (University of Texas, Austin/Worcester Polytechnic Institute)
Stephen Fancsali (Carnegie Learning)
Anthony Botelho (Worcester Polytechnic Institute)
Joseph Jay Williams (University of Toronto)
Neil Heffernan (Worcester Polytechnic Institute)

———————————————————–
Submission
———————————————————–
Papers should be formatted according to the EDM template:
    Word:
http://educationaldatamining.org/EDM2016/files/edm_word_template.doc
    LaTeX: http://educationaldatamining.org/EDM2016/files/edm_latex.zip
Please submit all papers (PDF) via EasyChair:
easychair.org/conferences/?conf=causaledm2020

———————————————————–
Contact
———————————————————–
E-mail: asales@xxxxxxxxxx
Website: http://tiny.cc/CausalEDM2020
— 
UT College of Education <http://education.utexas.edu/>
SMARTER Consulting
<http://www.edb.utexas.edu/education/research/smart-consulting/>
Personal Website <https://sites.google.com/a/utexas.edu/asales>
Book an Appointment
<https://sites.google.com/a/utexas.edu/asales/book-an-appointment>

If you don’t hear back from me when you expect, please follow up.
Nudges are appreciated!
Ezoicreport this ad

Other related posts:

  • » [edm-announce] Call for Papers: Causal Inference in EDM Half day virtual workshop @ EDM 2020 – Stephen Fancsali