Jiaoyang Huang
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Cross-Pollinator
(5)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
ICML (4)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
gradient descent
(2)
deep learning theory
(2)
neural network
(2)
function approximation
(1)
convergence analysis
(1)
adversarial training
(1)
deep learning
(1)
markov decision process
(1)
mutual information
(1)
value iteration
(1)
generalization error
(1)
model-based reinforcement learning
(1)
kernel regression
(1)
hidden layer
(1)
neural network dynamics
(1)
generalization bound
(1)
asymptotic normality
(1)
deep neural network
(1)
learning dynamics
(1)
confidence interval
(1)
Papers
High-dimensional SGD aligns with emerging outlier eigenspaces
ICLR 2024
How Does Information Bottleneck Help Deep Learning?
ICML 2023
Power Iteration for Tensor PCA
JMLR 2022
Robustness Implies Generalization via Data-Dependent Generalization Bounds
ICML 2022
Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization
NIPS 2021
Dynamics of Deep Neural Networks and Neural Tangent Hierarchy
ICML 2020
Towards Understanding the Dynamics of the First-Order Adversaries
ICML 2020