Lydia T. Liu
10 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21)
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Topic Evolution
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
fairness criterion
(3)
two-sided market
(2)
static classification
(2)
temporal modeling
(2)
non-convex optimization
(1)
binary classification
(1)
stochastic gradient descent
(1)
fair machine learning
(1)
action value
(1)
conditional independence
(1)
empirical risk
(1)
multi-objective optimization
(1)
multi-armed bandit
(1)
incentive compatibility
(1)
population risk
(1)
preference learning
(1)
strategic classification
(1)
cognitive bia
(1)
treatment effect estimation
(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
Delayed Impact of Fair Machine Learning
IJCAI 2019
The Implicit Fairness Criterion of Unconstrained Learning
ICML 2019
Delayed Impact of Fair Machine Learning
ICML 2018
On the Local Minima of the Empirical Risk
NeurIPS 2018