Maggie Makar
13 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (5)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(30)
π
Renaissance Researcher
(5)
β‘
Prolific Year
(5)
π
Conference Pioneer
ποΈ
Keyword Collector
(68)
β
The Questioner
π₯
Unstoppable
(6)
π
Century Club
(13)
Conferences
NIPS (5)
AISTATS (3)
ICML (2)
AAAI (1)
MLHC (1)
UAI (1)
Top co-authors
Keywords
causal inference
(5)
shortcut learning
(3)
conditional average treatment effect
(2)
causal effect estimation
(2)
distribution shift
(2)
sample efficiency
(1)
domain adaptation
(1)
strategic behavior detection
(1)
domain generalization
(1)
variable selection
(1)
representation learning
(1)
decision making
(1)
offline reinforcement learning
(1)
model behavior
(1)
hypothesis testing
(1)
neural network analysis
(1)
learning to rank
(1)
feature learning
(1)
policy improvement
(1)
adversarial adaptation
(1)
Papers
Whoβs Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
NIPS 2024
Offline Policy Evaluation and Optimization Under Confounding
AISTATS 2024
Learning to Rank for Optimal Treatment Allocation Under Resource Constraints
AISTATS 2024
Hypothesis Testing the Circuit Hypothesis in LLMs
NIPS 2024
Partial identification of the maximum mean discrepancy with mismeasured data
UAI 2024
Uncovering the Varied Impact of Behavioral Change Messages on Population Groups
MLHC 2023
Causally motivated shortcut removal using auxiliary labels
AISTATS 2022
Learning Concept Credible Models for Mitigating Shortcuts
NIPS 2022
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
NIPS 2022
Causally motivated multi-shortcut identification and removal
NIPS 2022
Exploiting structured data for learning contagious diseases under incomplete testing
ICML 2021
Estimation of Bounds on Potential Outcomes For Decision Making
ICML 2020
A Distillation Approach to Data Efficient Individual Treatment Effect Estimation
AAAI 2019