- Multicriteria Optimization and Decision Making: Principles, Algorithms and Case Studies
2024/06/29 by Michael Emmerich, André Deutz, Emmerich, Michael +1 · 8 citations
Computer Science · Engineering · Mathematics · #90C29 #Advanced Multi-Objective Optimization Algorithms #Algorithm #Computer science #FOS: Mathematics #G.1.6 #Machine learning #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Multi-objective optimization #Numerical Analysis (math.NA) #Optimization algorithm #Optimization and Control (math.OC) #Process Optimization and Integration
- Uncovering mesa-optimization algorithms in Transformers
2023/09/11 by Johannes von Oswald, Maximilian Schlegel, von Oswald, Johannes +24 · 2 voices · 26 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Autoregressive model #Computer science #Domain Adaptation and Few-Shot Learning #Electrical engineering #Engineering #Language model #Machine learning #Mathematical optimization #Mathematics #Mesa #Natural Language Processing Techniques #Optimization algorithm #Optimization problem #Topic Modeling #Transformer #Voltage #cs.AI #cs.LG
- FedADMM: A Federated Primal-Dual Algorithm Allowing Partial Participation
2022/03/28 by Han Wang, Wang, Han, Siddartha Marella +3 · 7 citations
Computer Science · Engineering · Mathematics · #Algorithm #Computer science #Convex optimization #Distributed Sensor Networks and Detection Algorithms #Distributed computing #Dual (grammatical number) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Federated learning #Machine Learning (cs.LG) #Mathematical optimization #Mathematics #Optimization algorithm #Optimization and Control (math.OC) #Optimization problem #Privacy-Preserving Technologies in Data #Regular polygon #Sampling (signal processing) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #Telecommunications #Theoretical computer science #cs.LG #cs.SY #eess.SY #electronic engineering #information engineering #math.OC
- An overview of gradient descent optimization algorithms
2016/09/15 by Sebastian Ruder, Ruder, Sebastian · 3 voices · 460 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Descent (aeronautics) #Engineering #Face and Expression Recognition #Gradient descent #Mathematical optimization #Mathematics #Medical Image Segmentation Techniques #Optimization algorithm #Stochastic Gradient Optimization Techniques #cs.LG
- Optimization algorithm for the generation of ONCV pseudopotentials
2015/02/03 by Martin Schlipf, François Gygi, Francois Gygi · 140 citations
Engineering · Mathematics · Physics and Astronomy · #Algorithm #Computer science #Mathematical optimization #Mathematics #Optimization algorithm #Physics #Radio Frequency Integrated Circuit Design #Ultra-Wideband Communications Technology #cond-mat.mtrl-sci #physics.comp-ph #stochastic dynamics and bifurcation