Lydia T. Liu
10 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
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Keyword Champion
(2)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
AISTATS (3)
ICML (3)
AAAI (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
fairness criterion
(3)
two-sided market
(2)
static classification
(2)
temporal modeling
(2)
nonconvex optimization
(1)
binary classification
(1)
stochastic gradient descent
(1)
matching market
(1)
action value
(1)
conditional independence
(1)
empirical risk
(1)
multi-objective optimization
(1)
multi-armed bandit
(1)
incentive compatibility
(1)
fair machine learning
(1)
preference learning
(1)
population risk
(1)
bandit learning
(1)
strategic classification
(1)
game theory
(1)
Papers
Evaluating Prediction-based Interventions with Human Decision Makers In Mind
AISTATS 2025
On the Actionability of Outcome Prediction
AAAI 2024
Strategic ranking
AISTATS 2022
Bandit Learning in Decentralized Matching Markets
JMLR 2021
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning
ICML 2020
Competing Bandits in Matching Markets
AISTATS 2020
The Implicit Fairness Criterion of Unconstrained Learning
ICML 2019
Delayed Impact of Fair Machine Learning
IJCAI 2019
Delayed Impact of Fair Machine Learning
ICML 2018
On the Local Minima of the Empirical Risk
NIPS 2018