Résultats de la recherche - coding (algorithmics OR (algorithm OR algorithm))

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

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

Table des matières: “… 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 par Kliachkin, Andrii, Lepšová, Jana, Bareilles, Gilles, Mareček, Jakub

Table des matières: “… the fairness of modern machine-learning models. Many algorithms have been analysed in recent years, and yet…”
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Ferocious Logics par Munn, Luke

Table des matières: “…Contemporary power manifests in the algorithmic. And yet this power seems incomprehensible…”
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Fast Atomicity Monitoring par Tun, Hünkar Can, Dong, Yifan, Pavlogiannis, Andreas

Table des matières: “… 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 par Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry

Table des matières: “… 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 par 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

Table des matières: “… 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 par DeLorenzo, Matthew, Chowdhury, Animesh Basak, Gohil, Vasudev, Thakur, Shailja, Karri, Ramesh, Garg, Siddharth, Rajendran, Jeyavijayan

Table des matières: “…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 par Morrell Jr, Hector Jose, Zaman, Anika, Wong, Hiu Yung

Table des matières: “… 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 par Liu, Aiwei, Pan, Leyi, Hu, Xuming, Li, Shu'ang, Wen, Lijie, King, Irwin, Yu, Philip S.

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

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

Table des matières: “… 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 par Lv, Changze, Xu, Jingwen, Lu, Yiyang, Wang, Xiaohua, Wang, Zhenghua, Xu, Zhibo, Yu, Di, Du, Xin, Zheng, Xiaoqing, Huang, Xuanjing

Table des matières: “…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 par Liu, Junkang, Shang, Fanhua, Liu, Yuanyuan, Liu, Hongying, Li, Yuangang, Gong, YunXiang

Table des matières: “… 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 par Wu, Ti-Rong, Guei, Hung, Peng, Pei-Chiun, Huang, Po-Wei, Wei, Ting Han, Shih, Chung-Chin, Tsai, Yun-Jui

Table des matières: “…-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 par Büyüktaş, Barış, Sumbul, Gencer, Demir, Begüm

Table des matières: “… 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 par Wang, Ren-Jian, Xue, Ke, Guan, Cong, Qian, Chao

Table des matières: “…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 par Li, Junhui, Li, Jutao, Hou, Xingsong, Wang, Huake

Table des matières: “…Deep learning-based image compression algorithms typically focus on designing encoding and decoding…”
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Applications of Post-quantum Cryptography par Bagirovs, Emils, Provodin, Grigory, Sipola, Tuomo, Hautamäki, Jari

Table des matières: “…, 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 par Wang, Hong, Zhang, Yinglong, Zhao, Zhangqi, Cai, Zhicong, Xia, Xuewen, Xu, Xing

Table des matières: “…, improving detection performance. However, existing algorithms' complex design and joint optimization make…”
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