Hiroshi Sawada
12 papers · 2010–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (15)
🐝
Cross-Pollinator
(14)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(7)
💎
Century Club
(11)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
ICML (3)
AAAI (2)
IJCAI (2)
NIPS (2)
ACL (1)
AISTATS (1)
INTERSPEECH (1)
Top co-authors
Keywords
covariance matrix
(2)
distributed learning
(2)
kernel embedding
(2)
distribution embedding
(2)
latent variable
(2)
text classification
(1)
decentralized optimization
(1)
computational efficiency
(1)
probabilistic generative model
(1)
stochastic blockmodel
(1)
second-order optimization
(1)
generative model
(1)
support vector machine
(1)
zeroth-order optimization
(1)
latent distribution
(1)
latent space
(1)
gradient tracking
(1)
consensus algorithm
(1)
stochastic variance reduction
(1)
relational datum
(1)
Papers
FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters
AAAI 2026
Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks
AAAI 2025
Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions
ICML 2025
Natural Perturbations for Black-box Training of Neural Networks by Zeroth-Order Optimization
ICML 2025
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
ICML 2021
Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation
INTERSPEECH 2020
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions
NIPS 2015
Latent Support Measure Machines for Bag-of-Words Data Classification
NIPS 2014
Non-Negative Multiple Matrix Factorization
IJCAI 2013
Change-Point Detection with Feature Selection in High-Dimensional Time-Series Data
IJCAI 2013
Subset Infinite Relational Models
AISTATS 2012
Learning Common Grammar from Multilingual Corpus
ACL 2010