Yuri Kinoshita
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
neural network architecture
(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)
bi-lipschitz constraint
(1)
sensitivity control
(1)
legendre-fenchel duality
(1)
sampling algorithm
(1)
latent structure
(1)
gradient complexity
(1)
posterior collapse
(1)
decoder network
(1)
inverse lipschitz constraint
(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
NIPS 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
NIPS 2022