Resultados de búsqueda - distributed evolution (algorithm OR ((algorithmics OR algorithmics) OR algorithmics))

Federated Continual Learning for Privacy-Preserving Hospital Imaging Classification por Sinhal, Anay, Sinhal, Arpana, Sinhal, Amit

Tabla de Contenidos: “… algorithms typically assume a static data distribution. In practice, hospitals experience continual evolution…”
Enlace del recurso

Robustness Analysis of USmorph: II. Optimizing Feature Extraction, Dimensionality Reduction, and Clustering for Unsupervised Galaxy Morphology Classification por Fang, Guanwen, Yin, Xiaolei, Zheng, Yirui, Lin, Zesen, Zhu, Shiwei, Song, Jie, Zhou, Chichun, Kong, Xu

Tabla de Contenidos: “… evolution theory, showing physically plausible distributions of different types in parameter space…”
Enlace del recurso

A Generative Adversarial Graph Neural Network for Synthetic Time Series Data por Gregnanin, Marco, De Smedt, Johannes, Gnecco, Giorgio, Parton, Maurizio

Tabla de Contenidos: “… distributions. GANs employ a generator-discriminator framework, where the generator creates data samples, while…”
Enlace del recurso

A NISQ-Aware Hybrid Quantum-Classical Framework for Scalable Combinatorial Optimization por Ding, Haolong, Wu, Mohan, Xu, Yin, Xu, Hua

Tabla de Contenidos: “… optimization as a resource-bounded distribution evolution process. Instead of directly optimizing individual…”
Enlace del recurso

Charting the Intelligence Frontiers – Edge AI Systems Nexus

Tabla de Contenidos: “… the complexities of advanced algorithms and the design of novel edge AI hardware accelerators to the architecture…”
Enlace del recurso

Nonlinear dynamics for the Ising model por Caputo, Pietro, Sinclair, Alistair

Tabla de Contenidos: “… the evolution of systems of entities under pairwise interactions, and captures a number of important nonlinear…”
Enlace del recurso

Tensor-Parallel Emulation of Quantum Circuits with Block-Cyclic Distributed Matrix Product States por Adamski, Jakub, Brown, Oliver Thomson

Tabla de Contenidos: “… algorithms based on dense tensor networks, offering a scalable and naturally load-balanced distribution…”
Enlace del recurso

Global attractors and fast-slow reduction for finite-state actor-critic mean dynamics por Prytula, Vladyslav

Tabla de Contenidos: “…When a learning algorithm reshapes the data distribution it trains on, the long-run behavior…”
Enlace del recurso

Evolution and The Knightian Blindspot of Machine Learning por Lehman, Joel, Meyerson, Elliot, El-Gaaly, Tarek, Stanley, Kenneth O., Ziyaee, Tarin

Tabla de Contenidos: “…), with the process of biological evolution. Despite staggering ongoing progress, RL still struggles in open-world…”
Enlace del recurso

Simple Opinion Dynamics for No-Regret Learning por Lazarsfeld, John, Alistarh, Dan

Tabla de Contenidos: “…We study a cooperative multi-agent bandit setting in the distributed GOSSIP model: in every round…”
Enlace del recurso

Phase transitions in sampling and error correction in local Brownian circuits por Sahu, Subhayan, Jian, Shao-Kai

Tabla de Contenidos: “… Brownian circuits. The dynamics of circuit averaged moments of the probability distribution and entropies…”
Enlace del recurso

Drone-Enabled Load Management for Solar Small Cell Networks in Next-Gen Communications Optimization for Solar Small Cells por Dave, Daksh, Khut, Dhruv, Nawale, Sahil, Aggrawal, Pushkar, Rastogi, Disha, Devadkar, Kailas

Tabla de Contenidos: “…In recent years, the cellular industry has witnessed a major evolution in communication…”
Enlace del recurso

FilterPrompt: A Simple yet Efficient Approach to Guide Image Appearance Transfer in Diffusion Models por Wang, Xi, Peng, Yichen, Fang, Heng, Wang, Yilin, Xie, Haoran, Yang, Xi, Li, Chuntao

Tabla de Contenidos: “… within feature space. However, the complex distribution present in real-world data often makes…”
Enlace del recurso

Poor-Supervised Evaluation for SuperLLM via Mutual Consistency por Yuan, Peiwen, Feng, Shaoxiong, Li, Yiwei, Wang, Xinglin, Pan, Boyuan, Wang, Heda, Hu, Yao, Li, Kan

Tabla de Contenidos: “… between it and certain reference model, when their prediction distributions are independent and the sample…”
Enlace del recurso

Machine learning based stellar classification with highly sparse photometry data por Cody, Sean Enis, Scher, Sebastian, McDonald, Iain, Zijlstra, Albert, Alexander, Emma, Cox, Nick L. J.

Tabla de Contenidos: “…) method XGBoost and the PySSED spectral-energy-distribution fitting algorithm to classify stars into nine…”
Enlace del recurso

Stellar parameters, extinction, and distances for stars in SMSS DR2 by SPar method por Sun, Mingxu, Chen, Bingqiu, Sun, Baokun, Wang, Tao, Yu, Zheng, Zhang, Baisong, Zhang, Lin, Bao, Yuxi, Zeng, Guangya, Yang, Ming, Cui, Wenyuan

Tabla de Contenidos: “… understanding of the Galaxy's stellar populations, structure, kinematics, and chemical evolution. In this study…”
Enlace del recurso

RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget por Piaseczny, Adam, Shisher, Md Kamran Chowdhury, Wang, Shiqiang, Brinton, Christopher G.

Tabla de Contenidos: “…Machine learning (ML) algorithms deployed in real-world environments are often faced…”
Enlace del recurso

INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization por Algazinov, Aleksandr, Chandra, Joydeep, Laing, Matt

Tabla de Contenidos: “… in-network computation for AI, exploring the evolution of programmable network architectures…”
Enlace del recurso

Probing jet-medium interactions via jet substructure observables in relativistic heavy-ion collisions por Duan, Xiang-Pan, Luo, Tan, Ma, Guo-Liang

Tabla de Contenidos: “…}}$) are reconstructed using the Soft Drop algorithm with two grooming parameter settings. With $z_\text{cut} = 0.1…”
Enlace del recurso

Adacc: An Adaptive Framework Unifying Compression and Activation Recomputation for LLM Training por Chen, Ping, Deng, Zhuohong, Li, Ping, He, Shuibing, Zhu, Hongzi, Zheng, Yi, Wang, Zhefeng, Huai, Baoxing, Guo, Minyi

Tabla de Contenidos: “… challenges: (1) it introduces layer-specific compression algorithms that mitigate accuracy loss by accounting…”
Enlace del recurso