Yuki Takezawa
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (12) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
optimal transport
(3)
wasserstein distance
(2)
metric learning
(1)
convex optimization
(1)
similarity search
(1)
hyperparameter optimization
(1)
convergence analysis
(1)
distributed learning
(1)
document retrieval
(1)
decentralized optimization
(1)
neural network optimization
(1)
distribution comparison
(1)
nearest neighbor search
(1)
gradient descent
(1)
document classification
(1)
communication efficiency
(1)
hyperparameter tuning
(1)
learning rate
(1)
convergence rate
(1)
gradient clipping
(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
NIPS 2024
Large-scale similarity search with Optimal Transport
EMNLP 2023
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
NIPS 2023
Fixed Support Tree-Sliced Wasserstein Barycenter
AISTATS 2022
Supervised Tree-Wasserstein Distance
ICML 2021