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

Transformers for Tabular Data: A Training Perspective of Self-Attention via Optimal Transport di Quadrio, Alessandro, Candelieri, Antonio

Sommario: “... of the self-attention layer during training and evaluates their evolution using discrete OT metrics, including...”
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How Information Evolves: Stability-Driven Assembly and the Emergence of a Natural Genetic Algorithm di Adler, Dan

Sommario: “... and implements fitness-proportional sampling, realizing evolution as a natural, emergent genetic algorithm (SDA...”
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Multiple Chains Markov Switching Vector Autoregression di Leopoldo Catania

Sommario: “... to adequately capture their joint distribution. This paper proposes a novel framework for the bivariate MS‐VAR...”
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Regional Deformation Anomaly Assessment of Arch Dam Considering the Extreme Value Distribution of Deviations di Xudong Chen, Qinghe Lu, Liuyang Li, Hongdi Guo, Yu Deng, Jinjun Guo, Chongshi Gu, Xing Liu

Sommario: “... Control and Health Monitoring The evolution pattern of dam deformation reflects its structural response...”
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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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PIONM: A Generalized Approach to Solving Density-Constrained Mean-Field Games Equilibrium under Modified Boundary Conditions di Liu, Jinwei, Yao, Wang, Zhang, Xiao

Sommario: “... them with density evolution, modeled using discrete-time normalizing flows. Once trained, the algorithm...”
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Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution di Monsia, Rivaaj, Young, Daniel, Francon, Olivier, Miikkulainen, Risto

Sommario: “...Ensuring the microbiological safety of large, heterogeneous water distribution systems (WDS...”
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Neural Markov chain Monte Carlo: Bayesian inversion via normalizing flows and variational autoencoders di Bottacini, Giacomo, Torzoni, Matteo, Manzoni, Andrea

Sommario: “.... The posterior probability distribution over quantities of interest is estimated via differential evolution...”
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Autonomous operation of the DIAG0 diagnostic line for 6D phase-space monitoring at LCLS-II di Roussel, Ryan, Bhardwaj, Gopika, Kennedy, Dylan, Garnier, Chris, Le, An, Colocho, William, Ehrlichman, Michael, Ding, Yuantao, Zhou, Feng, Edelen, Auralee

Sommario: “...Characterizing the full 6-dimensional phase-space distribution of beams from the LCLS-II...”
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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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Efficient Qubit Calibration by Binary-Search Hamiltonian Tracking di Berritta, Fabrizio, Benestad, Jacob, Pahl, Lukas, Mathews, Melvin, Krzywda, Jan A., Assouly, Réouven, Sung, Youngkyu, Kim, David K., Niedzielski, Bethany M., Serniak, Kyle, Schwartz, Mollie E., Yoder, Jonilyn L., Chatterjee, Anasua, Grover, Jeffrey A., Danon, Jeroen, Oliver, William D., Kuemmeth, Ferdinand

Sommario: “... evolution time and drive frequency are calculated to divide the prior probability distribution into two...”
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WMamba: Wavelet-based Mamba for Face Forgery Detection di Peng, Siran, Zhang, Tianshuo, Gao, Li, Zhu, Xiangyu, Zhang, Haoyuan, Pang, Kai, Lei, Zhen

Sommario: “...The rapid evolution of deepfake generation technologies necessitates the development of robust face...”
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Deficient Excitation in Parameter Learning di Cao, Ganghui, Wang, Shimin, Guay, Martin, Wang, Jinzhi, Duan, Zhisheng, Polycarpou, Marios M.

Sommario: “... condition is a rank-deficient, and therefore, a more general evolution of the well-known persistent...”
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Personalised strategy of allocating social goods in structured populations di Meng, Yao, Cornelius, Sean P., Liu, Yang-Yu, Li, Aming

Sommario: “...Cooperation underlies many aspects of the evolution of human and animal societies, where...”
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Decentralized Hidden Markov Modeling with Equal Exit Probabilities di Sui, Dongyan, Zheng, Haitian, Leng, Siyang, Vlaski, Stefan

Sommario: “... distributed manner by receiving private environmental signals and exchanging beliefs with their neighbors...”
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Observing Double White Dwarfs with the Lunar GW Antenna di Benetti, Giovanni, Branchesi, Marica, Harms, Jan, Zendri, Jean-Pierre

Sommario: “... is generated using the SeBa stellar-evolution code, coupled with dedicated sampling algorithms. The performance...”
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Generative modeling using evolved quantum Boltzmann machines di Wilde, Mark M.

Sommario: “... probability distributions that can be efficiently sampled by measuring complex quantum states. One hope...”
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