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Achieving Counterfactual Explanation for Sequence Anomaly Detection

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, p.19-35

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Achieving Counterfactual Explanation for Sequence Anomaly Detection

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024, Vol.14948

2024

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AdaHAT: Adaptive Hard Attention to the Task in Task-Incremental Learning

Machine Learning and Knowledge Discovery in Databases. Research Track, p.143-160

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Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024, Vol.14948

2024

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Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, p.126-143

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Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024, Vol.14948

2024

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Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, p.235-252

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Adaptive Seasonal-Trend Decomposition for Streaming Time Series Data with Transitions and Fluctuations in Seasonality

Machine Learning and Knowledge Discovery in Databases. Research Track, p.426-443

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Adaptive Seasonal-Trend Decomposition for Streaming Time Series Data with Transitions and Fluctuations in Seasonality

Machine Learning and Knowledge Discovery in Databases. Research Track, 2024, Vol.14942

2024

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Adaptive Sparsity Level During Training for Efficient Time Series Forecasting with Transformers

Machine Learning and Knowledge Discovery in Databases. Research Track, p.3-20

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Adaptively Denoising Graph Neural Networks for Knowledge Distillation

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, p.253-269

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Adaptively Denoising Graph Neural Networks for Knowledge Distillation

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024, Vol.14948

2024

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ADR: An Adversarial Approach to Learn Decomposed Representations for Causal Inference

Machine Learning and Knowledge Discovery in Databases. Research Track, p.268-284

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ADR: An Adversarial Approach to Learn Decomposed Representations for Causal Inference

Machine Learning and Knowledge Discovery in Databases. Research Track, 2024, Vol.14942

2024

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Advancing Graph Counterfactual Fairness Through Fair Representation Learning

Machine Learning and Knowledge Discovery in Databases. Research Track, p.40-58

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AEMLO: AutoEncoder-Guided Multi-label Oversampling

Machine Learning and Knowledge Discovery in Databases. Research Track, p.107-124

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AKGNet: Attribute Knowledge Guided Unsupervised Lung-Infected Area Segmentation

Machine Learning and Knowledge Discovery in Databases. Research Track, p.267-283

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ApmNet: Toward Generalizable Visual Continuous Control with Pre-trained Image Models

Machine Learning and Knowledge Discovery in Databases. Research Track, p.127-142

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Approximating the Graph Edit Distance with Compact Neighborhood Representations

Machine Learning and Knowledge Discovery in Databases. Research Track, 2024, Vol.14945

2024

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Approximating the Graph Edit Distance with Compact Neighborhood Representations

Machine Learning and Knowledge Discovery in Databases. Research Track, p.300-318

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Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs

Machine Learning and Knowledge Discovery in Databases. Research Track, p.266-282

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Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs

Machine Learning and Knowledge Discovery in Databases. Research Track, 2024, Vol.14944

2024

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ART: Actually Robust Training

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, p.374-378

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ART: Actually Robust Training

Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024, Vol.14948

2024

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Asthma during adolescence impairs health-related quality of life

The journal of allergy and clinical immunology in practice (Cambridge, MA), 2016-01, Vol.4 (1), p.144-146.e2

2016

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Achieving Counterfactual Explanation for Sequence Anomaly Detection

Achieving Counterfactual Explanation for Sequence Anomaly Detection

AdaHAT: Adaptive Hard Attention to the Task in Task-Incremental Learning

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers

Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers

Adaptive Seasonal-Trend Decomposition for Streaming Time Series Data with Transitions and Fluctuations in Seasonality

Adaptive Seasonal-Trend Decomposition for Streaming Time Series Data with Transitions and Fluctuations in Seasonality

Adaptive Sparsity Level During Training for Efficient Time Series Forecasting with Transformers

Adaptively Denoising Graph Neural Networks for Knowledge Distillation

Adaptively Denoising Graph Neural Networks for Knowledge Distillation

ADR: An Adversarial Approach to Learn Decomposed Representations for Causal Inference

ADR: An Adversarial Approach to Learn Decomposed Representations for Causal Inference

Advancing Graph Counterfactual Fairness Through Fair Representation Learning

AEMLO: AutoEncoder-Guided Multi-label Oversampling

AKGNet: Attribute Knowledge Guided Unsupervised Lung-Infected Area Segmentation

ApmNet: Toward Generalizable Visual Continuous Control with Pre-trained Image Models

Approximating the Graph Edit Distance with Compact Neighborhood Representations

Approximating the Graph Edit Distance with Compact Neighborhood Representations

Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs

Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs

ART: Actually Robust Training

ART: Actually Robust Training

Asthma during adolescence impairs health-related quality of life

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