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05/22/2018
Fake News Detection with Deep Diffusive Network Model
In recent years, due to the booming development of online social network...
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05/22/2018
EgoCoder: Intelligent Program Synthesis with Hierarchical Sequential Neural Network Model
Programming has been an important skill for researchers and practitioner...
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05/19/2018
GEN Model: An Alternative Approach to Deep Neural Network Models
In this paper, we introduce an alternative approach, namely GEN (Genetic...
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05/19/2018
Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models
In this paper, we aim at introducing a new machine learning model, namel...
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05/19/2018
Deep Loopy Neural Network Model for Graph Structured Data Representation Learning
Existing deep learning models may encounter great challenges in handling...
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05/19/2018
On Deep Ensemble Learning from a Function Approximation Perspective
In this paper, we propose to provide a general ensemble learning framewo...
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05/19/2018
GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization
Deep neural network learning can be formulated as a non-convex optimizat...
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03/23/2018
SEGEN: Sample-Ensemble Genetic Evolutional Network Model
Deep learning, a rebranding of deep neural network research works, has a...
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11/30/2017