Akinori Fujino
18 papers · 2007–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full
π
Conference Pioneer
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Keywords
feature interaction
(2)
distributed learning
(2)
supervised learning
(2)
factorization machine
(2)
semi-supervised learning
(1)
binary classification
(1)
sample complexity
(1)
decentralized optimization
(1)
tensor decomposition
(1)
low-rank approximation
(1)
parameter sharing
(1)
roc curve
(1)
second-order optimization
(1)
conditional distribution
(1)
high-dimensional data
(1)
performative prediction
(1)
stationary point
(1)
recommender system
(1)
gradient tracking
(1)
positive-unlabeled learning
(1)
Papers
FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters
AAAI 2026
Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions
ICML 2025
K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes
ICML 2025
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
ICML 2021
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint
AISTATS 2021
Semi-Supervised Learning for Maximizing the Partial AUC
AAAI 2020
Causal Inference in Time Series via Supervised Learning
IJCAI 2018
Higher-Order Factorization Machines
NeurIPS 2016
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms
ICML 2016
Statistical Parsing with Probabilistic Symbol-Refined Tree Substitution Grammars
IJCAI 2013
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing
ACL 2012
Insertion Operator for Bayesian Tree Substitution Grammars
ACL 2011
Is Machine Translation Ripe for Cross-Lingual Sentiment Classification?
ACL 2011
Word Sense Disambiguation by Combining Labeled Data Expansion and Semi-Supervised Learning Method
IJCNLP 2011
MSS: Investigating the Effectiveness of Domain Combinations and Topic Features for Word Sense Disambiguation
SemEval 2010
Word Alignment with Synonym Regularization
ACL 2010
Multi-label Text Categorization with Model Combination based on F1-score Maximization
IJCNLP 2008
Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach
EMNLP 2007