Yuxin Sun
8 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (9) ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (16)
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Hot Topic Early Bird
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Keyword Champion
(2)
Conferences
NIPS (5)
COLT (2)
JMLR (1)
Top co-authors
Keywords
statistical query
(3)
learning theory
(2)
lower bound
(2)
learning rate
(2)
ising model
(2)
moment matching
(2)
statistical query lower bound
(2)
numerical instability
(2)
partial differential equation
(2)
stochastic gradient descent
(2)
neural network optimization
(2)
implicit neural representation
(1)
shape reconstruction
(1)
distribution learning
(1)
robust learning
(1)
exponential family
(1)
deep learning
(1)
gaussian distribution
(1)
relu activation
(1)
graphical model
(1)
Papers
A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks
JMLR 2024
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions
NIPS 2023
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation
NIPS 2023
SQ Lower Bounds for Learning Mixtures of Linear Classifiers
NIPS 2023
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
NIPS 2022
Optimal SQ Lower Bounds for Robustly Learning Discrete Product Distributions and Ising Models
COLT 2022
SQ Lower Bounds for Learning Single Neurons with Massart Noise
NIPS 2022
Outlier-Robust Learning of Ising Models Under Dobrushinโs Condition
COLT 2021