Masakazu Ishihata
6 papers · 2010–2023 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π Conference Polyglot Β· Silver
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Keyword Champion
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Foundations
(1)
Keywords
feature interaction
(2)
binary decision diagram
(2)
factorization machine
(2)
dialogue generation
(1)
response generation
(1)
supervised learning
(1)
tensor decomposition
(1)
low-rank approximation
(1)
dynamic programming
(1)
parameter sharing
(1)
expectation-maximization algorithm
(1)
hidden markov model
(1)
regret bound
(1)
online algorithm
(1)
bandit optimization
(1)
high-dimensional data
(1)
language model
(1)
recommender system
(1)
dialogue system
(1)
logic-based probabilistic model
(1)
Papers
Time-Considerable Dialogue Models via Reranking by Time Dependency
EMNLP 2023
Exact Bernoulli Scan Statistics using Binary Decision Diagrams
IJCAI 2019
Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams
AISTATS 2018
Higher-Order Factorization Machines
NeurIPS 2016
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms
ICML 2016
An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models
ACML 2010