Lang Liu
8 papers · 2021–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(6)
Deep Learning
(3)
Mathematics & Optimization
(3)
Learning Types
(3)
Mathematics
(2)
Models
(2)
Optimization
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Keywords
generative model
(2)
image generation
(1)
text matching
(1)
attention mechanism
(1)
natural language inference
(1)
text generation
(1)
sample complexity
(1)
distribution matching
(1)
statistical testing
(1)
variance reduction
(1)
independence testing
(1)
machine learning
(1)
excess risk bound
(1)
linear convergence
(1)
optimal transport
(1)
stochastic optimization
(1)
entropy regularization
(1)
random feature
(1)
data balancing
(1)
statistical learning
(1)
Papers
The Benefits of Balance: From Information Projections to Variance Reduction
NeurIPS 2024
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data
SemEval 2023
Influence Diagnostics under Self-concordance
AISTATS 2023
MAUVE Scores for Generative Models: Theory and Practice
JMLR 2023
Stochastic Optimization for Spectral Risk Measures
AISTATS 2023
Entropy Regularized Optimal Transport Independence Criterion
AISTATS 2022
Orthogonal Statistical Learning with Self-Concordant Loss
COLT 2022
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals
NeurIPS 2021