Mark Crowley
- Eigenvalue and Generalized Eigenvalue Problems: Tutorial
2019/03/25 by Benyamin Ghojogh, Ghojogh, Benyamin, Fakhri Karray +3 · 16 citations
Computer Science · #Blind Source Separation Techniques #Face and Expression Recognition #Matrix Theory and Algorithms
- KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey
2021/10/05 by Benyamin Ghojogh, Ghojogh, Benyamin, Ali Ghodsi +5 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Linear and Quadratic Discriminant Analysis: Tutorial
2019/06/01 by Benyamin Ghojogh, Ghojogh, Benyamin, Mark Crowley +1 · 2 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Locally Linear Embedding and its Variants: Tutorial and Survey
2020/11/22 by Benyamin Ghojogh, Ghojogh, Benyamin, Ali Ghodsi +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Animal Vocal Communication and Behavior #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Gait Recognition and Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey
2021/08/09 by Benyamin Ghojogh, Ali Ghodsi, Ghojogh, Benyamin +5 · 2 citations
Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Probability (math.PR)
- Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
2021/12/14 by Colin Bellinger, Bellinger, Colin, Andriy Drozdyuk +5 · 2 citations
Computer Science · Materials Science · Engineering · #Software Engineering Research #Machine Learning in Materials Science #Fuel Cells and Related Materials
- Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review
2019/05/07 by Benyamin Ghojogh, Maria N. Samad, Ghojogh, Benyamin +11 · 1 citation
Computer Science · #Face and Expression Recognition #Neural Networks and Applications #Algorithms and Data Compression
- Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey
2020/09/17 by Benyamin Ghojogh, Ghojogh, Benyamin, Ali Ghodsi +5 · 3 citations
Computer Science · #Face and Expression Recognition #Data Mining Algorithms and Applications #Neural Networks and Applications
- Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments
2021/11/01 by Ken Ming Lee, Lee, Ken Ming, Sriram Ganapathi Subramanian +3 · 1 citation
Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics