Koh Takeuchi
8 papers · 2013–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Renaissance Researcher
(5)
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core Methods
(3)
Optimization
(3)
Optimization & Theory
(3)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Mathematics
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Keywords
probabilistic modeling
(1)
variational inference
(1)
causal reasoning
(1)
convex optimization
(1)
natural language processing
(1)
sparse estimation
(1)
interpretable machine learning
(1)
llm evaluation
(1)
feature attribution
(1)
model interpretability
(1)
low-rank approximation
(1)
singular value decomposition
(1)
coordinate descent
(1)
kernel regression
(1)
sparsity-inducing norms
(1)
sparse optimization
(1)
structured sparsity
(1)
inverse covariance matrix
(1)
graphical lasso
(1)
causal inference
(1)
Papers
Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems
IJCNLP 2025
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses
EMNLP 2024
Evaluating Saliency Explanations in NLP by Crowdsourcing
COLING 2024
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations
AAAI 2022
Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance
ICML 2020
Variational Inference of Penalized Regression with Submodular Functions
UAI 2019
SVD-Based Screening for the Graphical Lasso
IJCAI 2017
Non-Negative Multiple Matrix Factorization
IJCAI 2013