Shange Tang
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
out-of-distribution generalization
(2)
maximum likelihood estimation
(2)
covariate shift
(2)
mathematical reasoning
(1)
ridge regression
(1)
minimax optimality
(1)
empirical risk minimization
(1)
excess risk
(1)
principal component regression
(1)
phase retrieval
(1)
latent variable model
(1)
risk bound
(1)
benign overfitting
(1)
density ratio
(1)
large language model
(1)
llms
(1)
memorization
(1)
representation learning
(1)
perturbation
(1)
robustness
(1)
Papers
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
ICLR 2025
MATH-Perturb: Benchmarking LLMs’ Math Reasoning Abilities against Hard Perturbations
ICML 2025
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
ICLR 2024
On the Provable Advantage of Unsupervised Pretraining
ICLR 2024