Satoshi Hayakawa
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Mathematics
(2)
Models
(2)
Optimization
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Generation
(1)
Keywords
image generation
(2)
kernel quadrature
(2)
lottery ticket hypothesis
(1)
bayesian inference
(1)
statistical learning theory
(1)
text generation
(1)
quantum computing
(1)
quantum machine learning
(1)
singular value decomposition
(1)
spectral analysis
(1)
bayesian optimization
(1)
batch selection
(1)
nyström approximation
(1)
numerical integration
(1)
bayesian quadrature
(1)
model evidence
(1)
diffusion model
(1)
mixture model
(1)
surrogate model
(1)
pre-trained model
(1)
Papers
Distillation of Discrete Diffusion through Dimensional Correlations
ICML 2025
Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models
ICLR 2025
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach
AISTATS 2024
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation
ICML 2023
Sampling-based Nyström Approximation and Kernel Quadrature
ICML 2023
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
NeurIPS 2022
Positively Weighted Kernel Quadrature via Subsampling
NeurIPS 2022