Yuri Kinoshita
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(15)
Venues
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Research topics
Keywords
neural network architecture
(1)
stochastic gradient descent
(1)
non-convex optimization
(1)
convex optimization
(1)
neural network optimization
(1)
theoretical analysis
(1)
neural network theory
(1)
variance reduction
(1)
latent representation
(1)
variational autoencoder
(1)
lipschitz constant
(1)
stochastic gradient langevin dynamics
(1)
mixture of expert
(1)
bi-lipschitz constraint
(1)
sensitivity control
(1)
legendre-fenchel duality
(1)
single-index model
(1)
information exponent
(1)
sampling algorithm
(1)
latent structure
(1)
Papers
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
ICML 2025
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
NeurIPS 2024
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
ICML 2023
Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization
NeurIPS 2022