Risultati della ricerca - distributed evolution (algorithm OR ((algorithmics OR algorithmicsics) OR algorithmicsics))

Probabilistic Safety Guarantee for Stochastic Control Systems Using Average Reward MDPs di Omidi, Saber, Petrik, Marek, Yoon, Se Young, Begum, Momotaz

Sommario: “... distribution, aims to compute policies that satisfy predefined operational constraints with high confidence...”
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Gradient descent inference in empirical risk minimization di Han, Qiyang, Xu, Xiaocong

Sommario: “...Gradient descent is one of the most widely used iterative algorithms in modern statistical learning...”
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A convex approach for Markov chain estimation from aggregate data via inverse optimal transport di Mascherpa, Michele, Ringh, Axel, Taghvaei, Amirhossein, Karlsson, Johan

Sommario: “...We address the problem of identifying the dynamical law governing the evolution of a population...”
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Application of Distributed Arithmetic to Adaptive Filtering Algorithms: Trends, Challenges and Future di Khan, Mohd. Tasleem

Sommario: “...The utilization of distributed arithmetic (DA) in AF algorithms has gained significant attention...”
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On Adversary Robust Consensus protocols through joint-agent interactions di Angeli, David, Manfredi, Sabato

Sommario: “.... These are distributed algorithms for multi-agents systems seeking to agree on a common value of a shared variable, even...”
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Non-iterative Optimization Algorithm for Active Distribution Grids Considering Uncertainty of Feeder Parameters di Wu, J., Liu, M., Lu, W., Xie, K., Xie, M.

Sommario: “...To cope with fast-fluctuating distributed energy resources (DERs) and uncontrolled loads...”
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Algorithmic Advances Towards a Realizable Quantum Lattice Boltzmann Method di Tiwari, Apurva, Iaconis, Jason, Jojo, Jezer, Ray, Sayonee, Roetteler, Martin, Hill, Chris, Pathak, Jay

Sommario: “... evolution of a 2D Gaussian initial density distribution subject to a uniform advection-diffusion field...”
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Quantum computing of nonlinear reacting flows via the probability density function method di Zhang, Jizhi, Yang, Ziang, Meng, Zhaoyuan, Lu, Zhen, Yang, Yue

Sommario: “... priori test confirms the accuracy of the measurement algorithm on beta distributions with known...”
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Learning NEAT Emergent Behaviors in Robot Swarms di Rajbhandari, Pranav, Sofge, Donald

Sommario: “... swarm algorithms to produce emergent behavior. Inspired by the biological evolution of emergent behavior...”
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Determining probability density functions with adiabatic quantum computing di Robbiati, Matteo, Cruz-Martinez, Juan M., Carrazza, Stefano

Sommario: “... to each other. In this work, we present a method for fitting one-dimensional probability distributions...”
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Natural Variational Annealing for Multimodal Optimization di LeMinh, Tâm, Arbel, Julyan, Möllenhoff, Thomas, Khan, Mohammad Emtiyaz, Forbes, Florence

Sommario: “... exploration for exploitation. Finally, it learns the variational search distribution using natural-gradient...”
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Lévy-Khintchine Structure Enables Fast-Forwardable Lindbladian Simulation di Gao, Minbo, Ji, Zhengfeng, Liu, Chenghua

Sommario: “... and symmetric stable distributions and their algorithmic implications. These give wide classes of Lindbladians...”
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Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach di Chen, Haoxuan, Ren, Yinuo, Min, Martin Renqiang, Ying, Lexing, Izzo, Zachary

Sommario: “... the evolution of the corresponding posterior distribution. This PDE includes a modified diffusion term and a...”
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FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning di Bai, Yuxuan, Sun, Yuxuan, Chen, Tan, Chen, Wei, Zhou, Sheng, Niu, Zhisheng

Sommario: “...-and-divergence-aware scheduling algorithm that facilitates fast convergence of FEEL under dynamic data evolution...”
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Distributed Quantum Dynamics on Near-Term Quantum Processors di Bohun, Vladyslav, Grandadam, Maxence, Koch-Janusz, Maciej

Sommario: “... on real IBM quantum devices. The algorithm allows to execute Hamiltonian evolution simulations for problem...”
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Distributed optimization of Lindblad equations for large-scale cavity QED systems di Miao, Hui-hui

Sommario: “... algorithm enables distributed matrix exponentiation, though scalability is limited by cross-processor...”
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Using Linearized Optimal Transport to Predict the Evolution of Stochastic Particle Systems di Karris, Nicholas, Nikitopoulos, Evangelos A., Kevrekidis, Ioannis G., Lee, Seungjoon, Cloninger, Alexander

Sommario: “...We develop an Euler-type method to predict the evolution of a time-dependent probability measure...”
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Last-Iterate Analyses of FTRL with the 1/2-Tsallis Entropy in Stochastic Bandits di Zhan, Jingxin, Han, Yuze, Zhang, Zhihua

Sommario: “...The convergence analysis of online learning algorithms is central to machine learning theory, where...”
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Objective Conversion‐Based Multiobjective Evolutionary Algorithm for Optimal Design of Braced Steel Frame Structures di Shaoping Wan, Jianrong Pan, Junxian Zhao

Sommario: “... Buildings ABSTRACT This study proposes a multiobjective evolutionary algorithm based on objective conversion...”
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Simulating Evolvability as a Learning Algorithm: Empirical Investigations on Distribution Sensitivity, Robustness, and Constraint Tradeoffs di Fidalgo, Nicholas, Ye, Puyuan

Sommario: “...The theory of evolvability, introduced by Valiant (2009), formalizes evolution as a constrained...”
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