Satoshi Oyama
8 papers · 2011–2026 · 3 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (17) ๐ฃ Hot Topic Early Bird ๐ Academic Marathon ยท Full ๐ Conference Polyglot ยท Bronze ๐ Interdisciplinary Bridge ยท Silver
๐
Renaissance Researcher
(5)
๐
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Keywords
kernel methods
(2)
explainable ai
(2)
factorization machine
(2)
counterfactual explanation
(2)
visual explanation
(1)
hilbert space
(1)
sparse regularization
(1)
feature combination
(1)
feature interaction
(1)
proximal algorithm
(1)
generative adversarial network
(1)
hybrid architecture
(1)
random feature map
(1)
ranking system
(1)
ranking prediction
(1)
attribute manipulation
(1)
graph neural network
(1)
time varying ranking
(1)
feature change
(1)
ranking svm
(1)
Papers
Behavioral-Similarity and Clustering-Based Methods for Static Graph Estimation in Hybrid GNNs (Student Abstract)
AAAI 2026
Counterfactual Explanations of Time Varying Rankings (Student Abstract)
AAAI 2025
Factorization Machines with Regularization for Sparse Feature Interactions
JMLR 2021
Generating Natural Counterfactual Visual Explanations
IJCAI 2020
Random Feature Maps for the Itemset Kernel
AAAI 2019
Crowdsourced Semantic Matching of Multi-Label Annotations
IJCAI 2015
Accurate Integration of Crowdsourced Labels Using Workersโ Self-Reported Confidence Scores
IJCAI 2013
Learning a Robust Relevance Model for Search Using Kernel Methods
JMLR 2011