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08/09/2023
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
We address the task of probabilistic anomaly attribution in the black-bo...
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05/26/2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding
This paper addresses the task of anomaly diagnosis when the underlying d...
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08/23/2022
Anomaly Attribution with Likelihood Compensation
This paper addresses the task of explaining anomalous predictions of a b...
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08/23/2022
Decentralized Collaborative Learning with Probabilistic Data Protection
We discuss future directions of Blockchain as a collaborative value co-c...
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08/23/2022
Cardinality-Regularized Hawkes-Granger Model
We propose a new sparse Granger-causal learning framework for temporal e...
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08/22/2022
Targeted Advertising on Social Networks Using Online Variational Tensor Regression
This paper is concerned with online targeted advertising on social netwo...
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02/25/2022
