← Authors

Akinori Fujino

19 papers · 2007–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (18) πŸš€ Conference Pioneer ❓ The Questioner πŸ’Ž Century Club (18)

Conferences

ACL (4) ICML (4) AAAI (2) IJCAI (2) IJCNLP (2) AISTATS (1) CONLL (1) EMNLP (1) NIPS (1) SEMEVAL (1)

Top co-authors

Masaaki Nagata (5) Hiroyuki Shindo (5) Hiroshi Sawada (3) Naonori Ueda (3) Hideki Isozaki (3) Jun Suzuki (3) Yoichi Chikahara (2) Kevin Duh (2) Mathieu Blondel (2) Noboru Harada (2)

Keywords

distributed learning (2) feature interaction (2) factorization machine (2) link prediction (1) semi-supervised learning (1) binary classification (1) supervised learning (1) decentralized optimization (1) positive unlabeled learning (1) tensor decomposition (1) low-rank approximation (1) parameter sharing (1) roc curve (1) second-order optimization (1) conditional distribution (1) high-dimensional datum (1) recommender system (1) gradient tracking (1) positive-unlabeled learning (1) consensus algorithm (1)

Papers

FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters AAAI 2026
K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes ICML 2025
Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions ICML 2025
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint AISTATS 2021
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction ICML 2021
Semi-Supervised Learning for Maximizing the Partial AUC AAAI 2020
Causal Inference in Time Series via Supervised Learning IJCAI 2018
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016
Higher-Order Factorization Machines NIPS 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
Word Sense Disambiguation by Combining Labeled Data Expansion and Semi-Supervised Learning Method IJCNLP 2011
Is Machine Translation Ripe for Cross-Lingual Sentiment Classification? ACL 2011
Word Alignment with Synonym Regularization ACL 2010
MSS: Investigating the Effectiveness of Domain Combinations and Topic Features for Word Sense Disambiguation SEMEVAL 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 CONLL 2007
Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach EMNLP 2007