Tsuyoshi Ide
8 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(11)
π
Cross-Pollinator
(12)
π
Conference Pioneer
Conferences
AAAI (3)
IJCAI (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
granger causality
(2)
responsibility score
(2)
hawkes process
(2)
causal inference
(1)
link prediction
(1)
probabilistic modeling
(1)
anomaly detection
(1)
change detection
(1)
sparse learning
(1)
density estimation
(1)
causal discovery
(1)
semiconductor manufacturing
(1)
distributed optimization
(1)
probability estimation
(1)
natural gradient
(1)
point process
(1)
markov chain
(1)
directed graph
(1)
collaborative learning
(1)
probability matrix
(1)
Papers
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
AISTATS 2024
Directed Graph Auto-Encoders
AAAI 2022
Cardinality-Regularized Hawkes-Granger Model
NIPS 2021
Anomaly Attribution with Likelihood Compensation
AAAI 2021
Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks
IJCAI 2019
Tensorial Change Analysis Using Probabilistic Tensor Regression
AAAI 2019
Change Detection Using Directional Statistics
IJCAI 2016
Solving inverse problem of Markov chain with partial observations
NIPS 2013