Yanyao Shen
8 papers · 2016–2020 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Pioneer
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Research topics
Machine Learning
(7)
Optimization & Theory
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Learning Types
(3)
Optimization
(3)
Deep Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Natural Language Processing
(1)
Foundations
(1)
Learning Paradigms
(1)
Mathematics
(1)
Techniques
(1)
Keywords
robust regression
(2)
iterative hard thresholding
(2)
sample efficiency
(1)
neural machine translation
(1)
iterative optimization
(1)
convex optimization
(1)
weakly supervised learning
(1)
label noise
(1)
high-dimensional regression
(1)
named entity recognition
(1)
multi-label classification
(1)
sample complexity
(1)
sparse estimation
(1)
incremental learning
(1)
outlier detection
(1)
attention mechanism
(1)
sparse regression
(1)
gradient descent
(1)
mixed linear regression
(1)
sparse recovery
(1)
Papers
Extreme Multi-label Classification from Aggregated Labels
ICML 2020
High Dimensional Robust Sparse Regression
AISTATS 2020
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space
NeurIPS 2019
Iterative Least Trimmed Squares for Mixed Linear Regression
NeurIPS 2019
Learning with Bad Training Data via Iterative Trimmed Loss Minimization
ICML 2019
Deep Active Learning for Named Entity Recognition
ICLR 2018
Dense Information Flow for Neural Machine Translation
NAACL 2018
Normalized Spectral Map Synchronization
NeurIPS 2016