Naoki Abe
8 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (16) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π
Cross-Pollinator
(10)
π₯
Mega-Team
(40)
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
AAAI (3)
AISTATS (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
hawkes process
(2)
granger causality
(2)
variable selection
(2)
group lasso
(2)
causal inference
(2)
sparse learning
(1)
feature selection
(1)
causal discovery
(1)
group sparsity
(1)
sparse regression
(1)
point process
(1)
matching pursuit
(1)
group variable selection
(1)
least squares regression
(1)
feature selection algorithm
(1)
greedy selection
(1)
error propagation
(1)
directed graph
(1)
group orthogonal matching pursuit
(1)
greedy algorithm
(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
NIPS 2021
Group Orthogonal Matching Pursuit for Logistic Regression
AISTATS 2011
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction
NIPS 2009