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Publications by Mengda He
Group Sparse Optimization for Learning Predictive State Representations
Information Sciences
Control
Systems Engineering
Management
Theoretical Computer Science
Computer Science Applications
Information Systems
Artificial Intelligence
Software
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The Utility of Sparse Representations for Control in Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence
Construction of Ground-State Preserving Sparse Lattice Models for Predictive Materials Simulations
npj Computational Materials
Mechanics of Materials
Materials Science
Simulation
Computer Science Applications
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Sparse Representations for Hand Gesture Recognition
Hierarchical Learning of Sparse Image Representations Using Steered Mixture-Of-Experts
Quantization of Sparse Representations
A Predictive Machine Learning Approach for Microstructure Optimization and Materials Design
Scientific Reports
Multidisciplinary
Spatial Relationships Over Sparse Representations
Predictive Representations Can Link Model-Based Reinforcement Learning to Model-Free Mechanisms
PLoS Computational Biology
Molecular Neuroscience
Evolution
Ecology
Genetics
Behavior
Molecular Biology
Systematics
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Computational Theory
Mathematics
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Discriminative Sparse Representations in Hyperspectral Imagery
