Yuki Takezawa
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Mathematics & Optimization
(5)
Optimization
(5)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Systems
(1)
Keywords
optimal transport
(3)
wasserstein distance
(2)
decentralized optimization
(2)
representation learning
(1)
similarity search
(1)
hyperparameter optimization
(1)
convex optimization
(1)
gradient descent
(1)
convergence analysis
(1)
communication complexity
(1)
distributed learning
(1)
document retrieval
(1)
nearest neighbor search
(1)
neural network optimization
(1)
distribution comparison
(1)
self-supervised learning
(1)
metric learning
(1)
document classification
(1)
communication efficiency
(1)
federated learning
(1)
Papers
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization
ICML 2025
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
ICLR 2025
Scalable Decentralized Learning with Teleportation
ICLR 2025
Parameter-free Clipped Gradient Descent Meets Polyak
NeurIPS 2024
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
NeurIPS 2023
Large-scale similarity search with Optimal Transport
EMNLP 2023
Fixed Support Tree-Sliced Wasserstein Barycenter
AISTATS 2022
Supervised Tree-Wasserstein Distance
ICML 2021