Risultati della ricerca - coding (algorithmics OR (algorithm OR (algorithm OR Algorithmsssicsics)))

A primal-dual price-optimization method for computing equilibrium prices in mean-field games models di Wang, Xu, Fung, Samy Wu, Nurbekyan, Levon

Sommario: “... differentiation enables a versatile algorithm that requires only coding the cost functions of agents...”
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Discovering Algorithms with Computational Language Processing di Bourdais, Theo, Gnanasekaran, Abeynaya, Owhadi, Houman, Sahai, Tuhin

Sommario: “... algorithm discovery by conceptualizing them as sequences of operations, represented as tokens...”
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Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks di Kliachkin, Andrii, Lepšová, Jana, Bareilles, Gilles, Mareček, Jakub

Sommario: “... the fairness of modern machine-learning models. Many algorithms have been analysed in recent years, and yet...”
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Ferocious Logics di Munn, Luke

Sommario: “...Contemporary power manifests in the algorithmic. And yet this power seems incomprehensible...”
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Fast Atomicity Monitoring di Tun, Hünkar Can, Dong, Yifan, Pavlogiannis, Andreas

Sommario: “... be understood by considering specific code blocks executing atomically. However, atomicity invariants are tricky...”
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Portable PGAS ‐Based GPU ‐Accelerated Branch‐And‐Bound Algorithms at Scale di Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry

Sommario: “... problems demonstrated both code performance and code portability of the proposed algorithm on several GPU...”
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Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network di Bausch, Johannes, Senior, Andrew W, Heras, Francisco J H, Edlich, Thomas, Davies, Alex, Newman, Michael, Jones, Cody, Satzinger, Kevin, Niu, Murphy Yuezhen, Blackwell, Sam, Holland, George, Kafri, Dvir, Atalaya, Juan, Gidney, Craig, Hassabis, Demis, Boixo, Sergio, Neven, Hartmut, Kohli, Pushmeet

Sommario: “... quantum error-correction code. Our decoder outperforms state-of-the-art algorithmic decoders on real-world...”
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Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS di DeLorenzo, Matthew, Chowdhury, Animesh Basak, Gohil, Vasudev, Thakur, Shailja, Karri, Ramesh, Garg, Siddharth, Rajendran, Jeyavijayan

Sommario: “...Existing large language models (LLMs) for register transfer level code generation face challenges...”
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Step-by-Step HHL Algorithm Walkthrough to Enhance the Understanding of Critical Quantum Computing Concepts di Morrell Jr, Hector Jose, Zaman, Anika, Wong, Hiu Yung

Sommario: “... an important and relatively complex algorithm through which the students can observe and appreciate how...”
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An Unforgeable Publicly Verifiable Watermark for Large Language Models di Liu, Aiwei, Pan, Leyi, Hu, Xuming, Li, Shu'ang, Wen, Lijie, King, Irwin, Yu, Philip S.

Sommario: “...Recently, text watermarking algorithms for large language models (LLMs) have been proposed...”
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Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration di Wang, Lishuang, Zhao, Mengfei, Liu, Enyu, Sun, Kebin, Cheng, Ran

Sommario: “...The NeuroEvolution of Augmenting Topologies (NEAT) algorithm has received considerable recognition...”
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The CLRS-Text Algorithmic Reasoning Language Benchmark di Markeeva, Larisa, McLeish, Sean, Ibarz, Borja, Bounsi, Wilfried, Kozlova, Olga, Vitvitskyi, Alex, Blundell, Charles, Goldstein, Tom, Schwarzschild, Avi, Veličković, Petar

Sommario: “... years ago, a similar issue was identified and rectified in the field of neural algorithmic reasoning...”
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Dendritic Localized Learning: Toward Biologically Plausible Algorithm di Lv, Changze, Xu, Jingwen, Lu, Yiyang, Wang, Xiaohua, Wang, Zhenghua, Xu, Zhibo, Yu, Di, Du, Xin, Zheng, Xiaoqing, Huang, Xuanjing

Sommario: “...Backpropagation is the foundational algorithm for training neural networks and a key driver of deep...”
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FedBCD:Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning di Liu, Junkang, Shang, Fanhua, Liu, Yuanyuan, Liu, Hongying, Li, Yuangang, Gong, YunXiang

Sommario: “... the superiority of the proposed algorithms compared to state-of-the-art algorithms. The code is available...”
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MiniZero: Comparative Analysis of AlphaZero and MuZero on Go, Othello, and Atari Games di Wu, Ti-Rong, Guei, Hung, Peng, Pei-Chiun, Huang, Po-Wei, Wei, Ting Han, Shih, Chung-Chin, Tsai, Yun-Jui

Sommario: “...-of-the-art algorithms, including AlphaZero, MuZero, Gumbel AlphaZero, and Gumbel MuZero. While...”
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Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification di Büyüktaş, Barış, Sumbul, Gencer, Demir, Begüm

Sommario: “... finally derive a guideline for selecting suitable FL algorithms in RS. The code of this work is publicly...”
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Quality-Diversity with Limited Resources di Wang, Ren-Jian, Xue, Ke, Guan, Cong, Qian, Chao

Sommario: “...Quality-Diversity (QD) algorithms have emerged as a powerful optimization paradigm with the aim...”
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Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image Compression di Li, Junhui, Li, Jutao, Hou, Xingsong, Wang, Huake

Sommario: “...Deep learning-based image compression algorithms typically focus on designing encoding and decoding...”
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Applications of Post-quantum Cryptography di Bagirovs, Emils, Provodin, Grigory, Sipola, Tuomo, Hautamäki, Jari

Sommario: “..., hash-based, code-based, multivariate polynomial, and isogeny-based cryptography. Each algorithm...”
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Less is More: Simple yet Effective Heuristic Community Detection with Graph Convolution Network di Wang, Hong, Zhang, Yinglong, Zhao, Zhangqi, Cai, Zhicong, Xia, Xuewen, Xu, Xing

Sommario: “..., improving detection performance. However, existing algorithms' complex design and joint optimization make...”
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