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

Detailed Time Resolved Spectral and Temporal Investigations of SGR J1550-5418 Bursts Detected with Fermi/Gamma-ray Burst Monitor di Demirer, Mustafa, Göğüş, Ersin, Kaneko, Yuki, Keskin, Özge, Şaşmaz, Sinem, Yamasaki, Shotaro

Sommario: “... with varying lengths based on their spectral evolution patterns, employing a machine learning algorithm called...”
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A leave-one-out approach to approximate message passing di Bao, Zhigang, Han, Qiyang, Xu, Xiaocong

Sommario: “...Approximate message passing (AMP) has emerged both as a popular class of iterative algorithms...”
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Distributionally Robust Control with End-to-End Statistically Guaranteed Metric Learning di Wu, Jingyi, Ning, Chao, Shi, Yang

Sommario: “...Wasserstein distributionally robust control (DRC) recently emerges as a principled paradigm...”
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Autonomous Code Evolution Meets NP-Completeness di Yu, Cunxi, Liang, Rongjian, Ho, Chia-Tung, Ren, Haoxing

Sommario: “... algorithms and surpass human experts, with scopes limited to isolated kernels spanning hundreds of lines...”
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Diffusion-Based Scenario Tree Generation for Multivariate Time Series Prediction and Multistage Stochastic Optimization di Zarifis, Stelios, Kordonis, Ioannis, Maragos, Petros

Sommario: “..., such as energy markets and finance, where estimating the full distribution of future scenarios is essential. We...”
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Time-Reversible Bridges of Data with Machine Learning di Winkler, Ludwig

Sommario: “.... It is used to understand the evolution of systems as large as entire galaxies and as small as individual...”
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DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving di Zhang, Zhihao, Li, Siyuan, Li, Chenxi, Liu, Feifan, Chen, Mengjing, Li, Kai, Zhong, Tao, An, Bo, Liu, Peng

Sommario: “... problem class. To overcome this challenge, we propose a data-algorithm co-evolution framework (DHEvo...”
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DyJR: Preserving Diversity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay di Li, Long, Zhou, Zhijian, Wang, Tianyi, Xu, Weidi, Huang, Zuming, Chu, Wei, Wang, Zhe, Pan, Shirui, Qu, Chao, Qi, Yuan

Sommario: “...While Reinforcement Learning (RL) enhances Large Language Model reasoning, on-policy algorithms...”
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Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering di Zhang, Xinyu, Dou, Zhicheng, Li, Deyang, Tao, Jianjun, Cheng, Shuo, Shi, Ruifeng, Liu, Fangchao, Hu, Enrui, Ding, Yangkai, Wang, Hongbo, Ye, Qi, Jin, Xuefeng, Zhao, Zhangchun

Sommario: “... self-evolution algorithm that automatically distills successful execution trajectories into new Swarm...”
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Reachability Guarantees for Energy Arbitrage di Tapia, Tomás, Dvorkin, Yury

Sommario: “... terminates within a prescribed energy band. We then apply a $k$-search algorithm to derive explicit charging...”
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Universality of Halo Shape and its Morphological Evolution across Cosmic Time di Nanda, Ayan, Khandai, Nishikanta, Bagla, J. S., Gavas, Swati

Sommario: “...We investigate the evolution of dark matter halo shapes in cosmological N-body simulations both...”
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Filtering coupled Wright-Fisher diffusions di Boetti, Chiara, Ruggiero, Matteo

Sommario: “...Coupled Wright-Fisher diffusions have been recently introduced to model the temporal evolution...”
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Paradise of Forking Paths: Revisiting the Adaptive Data Analysis Problem di Hadavi, Amir Hossein, Mojahedian, Mohammad M., Aref, Mohammad Reza

Sommario: “... on distribution estimation as a central objective guiding analyst's queries. The problem is addressed within a non...”
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Linear Operator Approximate Message Passing (OpAMP) di Rossetti, Riccardo, Nazer, Bobak, Reeves, Galen

Sommario: “... by applications in large-scale, distributed computing where only a subset of the data is available at each...”
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Chemical Continuous Time Random Walks under Anomalous Diffusion di Zhang, Hong, Li, Guohua

Sommario: “...Chemical master equation plays an important role to describe the time evolution of homogeneous...”
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A Centrality-independent Framework for Revealing Genuine Higher-Order Cumulants in Heavy-Ion Collisions di Wang, Zhaohui, Luo, Xiaofeng

Sommario: “... optimized via a combination of differential evolution algorithm and Bayesian inference. Its effectiveness...”
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Fluctuating interfaces in barotropic beta-plane turbulence di Sahoo, Sandip, Ray, Samriddhi Sankar

Sommario: “... develop an algorithm to track these fluctuating vorticity interfaces and systematically investigate...”
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Fluctuation-guided adaptive random compiler for Hamiltonian simulation di Wu, Yu-Xia, Fan, Yun-Zhuo, Zhang, Dan-Bo

Sommario: “... distribution does not adapt to the dynamics of the system, limiting its accuracy. In this work, we propose a...”
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Scalable Implicit Solvers with Dynamic Mesh Adaptation for a Relativistic Drift-Kinetic Fokker-Planck-Boltzmann Model di Rudi, Johann, Heldman, Max, Constantinescu, Emil M., Tang, Qi, Tang, Xian-Zhu

Sommario: “... adaptive mesh refinement (AMR), distributed memory parallelization, and dynamic load balancing...”
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AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems di Xue, Zhenghai, Cai, Qingpeng, Yang, Bin, Hu, Lantao, Jiang, Peng, Gai, Kun, An, Bo

Sommario: “... is the environment non-stationarity stemming from the continual and complex evolution of user behavior patterns over...”
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