Search Results - coding (algorithmics OR (algorithm OR (algorithm OR Algorithmssicsics)))

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

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

Table of Contents: “… 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 by Kliachkin, Andrii, Lepšová, Jana, Bareilles, Gilles, Mareček, Jakub

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

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

Table of Contents: “… 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 by Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry

Table of Contents: “… 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 by 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 of Contents: “… 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 by DeLorenzo, Matthew, Chowdhury, Animesh Basak, Gohil, Vasudev, Thakur, Shailja, Karri, Ramesh, Garg, Siddharth, Rajendran, Jeyavijayan

Table of Contents: “…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 by Morrell Jr, Hector Jose, Zaman, Anika, Wong, Hiu Yung

Table of Contents: “… 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 by Liu, Aiwei, Pan, Leyi, Hu, Xuming, Li, Shu'ang, Wen, Lijie, King, Irwin, Yu, Philip S.

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

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

Table of Contents: “… 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 by Lv, Changze, Xu, Jingwen, Lu, Yiyang, Wang, Xiaohua, Wang, Zhenghua, Xu, Zhibo, Yu, Di, Du, Xin, Zheng, Xiaoqing, Huang, Xuanjing

Table of Contents: “…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 by Liu, Junkang, Shang, Fanhua, Liu, Yuanyuan, Liu, Hongying, Li, Yuangang, Gong, YunXiang

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

Table of Contents: “…-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 by Büyüktaş, Barış, Sumbul, Gencer, Demir, Begüm

Table of Contents: “… 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 by Wang, Ren-Jian, Xue, Ke, Guan, Cong, Qian, Chao

Table of Contents: “…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 by Li, Junhui, Li, Jutao, Hou, Xingsong, Wang, Huake

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

Table of Contents: “…, 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 by Wang, Hong, Zhang, Yinglong, Zhao, Zhangqi, Cai, Zhicong, Xia, Xuewen, Xu, Xing

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