Songkai Xue
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
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Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
statistical learning
(1)
stochastic optimization
(1)
statistical inference
(1)
model misspecification
(1)
bias detection
(1)
risk minimization
(1)
constraint satisfaction
(1)
machine learning
(1)
distribution shift
(1)
maximum likelihood estimation
(1)
robust approximation
(1)
projected gradient descent
(1)
empirical risk
(1)
distributionally robust optimization
(1)
node embedding
(1)
performative prediction
(1)
model training
(1)
fairness constraint
(1)
multilayer network
(1)
individual fairness
(1)
Papers
Distributionally Robust Performative Prediction
NIPS 2024
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
NIPS 2022
Statistical inference for individual fairness
ICLR 2021
Auditing ML Models for Individual Bias and Unfairness
AISTATS 2020
A Flexible Latent Space Model for Multilayer Networks
ICML 2020