Nozomu Yoshinari
3 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
neural architecture search
(2)
stochastic optimization
(1)
hyperparameter optimization
(1)
prompt engineering
(1)
natural gradient
(1)
gradient descent
(1)
thompson sampling
(1)
convolutional neural network
(1)
benchmark dataset
(1)
surrogate model
(1)
adaptive step size
(1)
prompt optimization
(1)
search space
(1)
architecture optimization
(1)
one-shot learning
(1)
large language model
(1)
Papers
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers
ACL 2025
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters
ACML 2021
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
ICML 2019