Chara Podimata
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Teaching & Tutorials
(current)
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Tutorials
Incentive-Aware Machine Learning: A Tale of Robustness, Fairness, Improvement, and Performativity
, NeurIPS22
Do we incentivize honest effort or gaming in incentive-aware learning?
, tutorial during STOC22 workshop on
"Optimizing the effort of others"
(
invited
)
slides
video
Algorithms for Incentive-Aware Learning
, full day course at the University of Zurich, 2021 (
invited
)
slides part 1
slides parts 2-3
slides part 4
How to Achieve Both Transparency and Accuracy in Predictive Decision Making:
An Introduction to Strategic Prediction
, FAccT21
Co-taught with
Ben Edelman
and
Yo Shavit
.
Incentive-Compatible and Incentive-Aware Learning
, EC20
Co-taught with
Nika Haghtalab
.
Teaching
AM 121 -- Introduction to Optimization
, Harvard University, Fall 2018
Awarded
Certificate of Distinction in Teaching
from Harvard University (2018)
AM 121 -- Introduction to Optimization
, Harvard University, Fall 2017
Awarded
Certificate of Distinction in Teaching
from Harvard University (2017)