Yiqin Lv
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Paradigms · Artificial Intelligence
(3)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Learning Types
(1)
Methods
(1)
Keywords
meta learning
(3)
distributionally robust optimization
(2)
empirical risk minimization
(1)
generalization bound
(1)
latent variable
(1)
stackelberg equilibrium
(1)
worst-case risk
(1)
tail risk
(1)
fast adaptation
(1)
task distribution
(1)
task adaptation
(1)
conditional value at risk
(1)
neural process
(1)
task sampling
(1)
mixture density model
(1)
task robustness
(1)
posterior
(1)
diversity synergies
(1)
risk-averse strategies
(1)
robust active task sampling
(1)
Papers
Neural Mixture Density Processes
CVPR 2026
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
ICML 2025
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
NeurIPS 2024
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
NeurIPS 2023