- Adaptive Importance Sampling for Finite-Sum Optimization and Sampling\n with Decreasing Step-Sizes
2021/03/22 by Ayoub El Hanchi, David A. Stephens, Hanchi, Ayoub El +1 · 1 citation
Computer Science · Decision Sciences · Engineering · Mathematics · #Adaptive sampling #Advanced Bandit Algorithms Research #Algorithm #Computer science #Convergence (economics) #Estimator #FOS: Computer and information sciences #FOS: Mathematics #Importance sampling #Key (lock) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Markov Chains and Monte Carlo Methods #Mathematical optimization #Mathematics #Monte Carlo method #Optimization and Control (math.OC) #Rate of convergence #Regret #Sampling (signal processing) #Simple (philosophy) #Sparse and Compressive Sensing Techniques #Statistics #Stochastic Gradient Optimization Techniques #Variance (accounting) #Variance reduction
- Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
2019/07/16 by Dmitrii Marin, Marin, Dmitrii, Zijian He +11 · 4 citations
Computer Science · Mathematics · Medicine · #Adaptive sampling #Advanced Neural Network Applications #Artificial intelligence #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Data mining #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Frame (networking) #Image (mathematics) #Machine Learning (cs.LG) #Machine learning #Mathematics #Pattern recognition (psychology) #Quality (philosophy) #Sampling (signal processing) #Segmentation #Statistics #Upsampling
- Adaptive umbrella sampling: Self-consistent determination of the non-Boltzmann bias
1987/01/01 by Mihaly Mezei · 2 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Mathematics · Physics and Astronomy · #Adaptive sampling #Algorithm #Boltzmann constant #Boltzmann distribution #Computer science #Matching (statistics) #Mathematics #Molecular dynamics #Molecular spectroscopy and chirality #Monte Carlo method #Physics #Protein Structure and Dynamics #Quantum mechanics #Sampling (signal processing) #Spectroscopy and Quantum Chemical Studies #Statistical physics #Statistics #Thermodynamics #Umbrella sampling