Naoki Abe
8 papers · 2009–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🌍 Conference Polyglot · Bronze
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Mega-Team · Squad
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Keyword Champion
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Trend Setter
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
granger causality
(2)
causal inference
(2)
variable selection
(2)
group lasso
(2)
hawkes process
(2)
sparse learning
(1)
logistic regression
(1)
link prediction
(1)
error propagation
(1)
group sparsity
(1)
causal discovery
(1)
sparse regression
(1)
point process
(1)
matching pursuit
(1)
least squares regression
(1)
group variable selection
(1)
feature selection algorithm
(1)
greedy selection
(1)
feature selection
(1)
anomaly detection
(1)
Papers
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 2025
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
AISTATS 2024
Fault Injection Based Interventional Causal Learning for Distributed Applications
AAAI 2023
Directed Graph Auto-Encoders
AAAI 2022
Anomaly Attribution with Likelihood Compensation
AAAI 2021
Cardinality-Regularized Hawkes-Granger Model
NeurIPS 2021
Group Orthogonal Matching Pursuit for Logistic Regression
AISTATS 2011
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction
NeurIPS 2009