Search Results - coding (Algorithm OR algorithms)

Algorithmic Universality, Low-Degree Polynomials, and Max-Cut in Sparse Random Graphs by Cheairi, Houssam El, Gamarnik, David

Table of Contents: “… on sparse graphs, provided that an algorithm can be coded as a low-degree polynomial (LDP). We illustrate…”
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A Momentum Accelerated Algorithm for ReLU-based Nonlinear Matrix Decomposition by Wang, Qingsong, Cui, Chunfeng, Han, Deren

Table of Contents: “… and algorithm. Moreover, the code is available at https://github.com/nothing2wang/NMD-TM. …”
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Surface Current Optimization and Coil-Cutting Algorithms for Stage-Two Stellarator Optimization by Panici, Dario, Conlin, Rory, Gaur, Rahul, Dudt, Daniel W., Elmacioglu, Yigit Gunsur, Landreman, Matt, Elder, Todd, Snir, Nadav, Gissis, Itay, Nikulshin, Yasha, Kolemen, Egemen

Table of Contents: “… of how to account for the presence of an external field in the surface current algorithm are explicitly…”
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Distributionally Robust Model Predictive Control: Closed-loop Guarantees and Scalable Algorithms by McAllister, Robert D., Esfahani, Peyman Mohajerin

Table of Contents: “…We establish a collection of closed-loop guarantees and propose a scalable optimization algorithm…”
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Fundamentals, Recent Advances, and Challenges Regarding Cryptographic Algorithms for the Quantum Computing Era by Noetzold, Darlan, Leithardt, Valderi Reis Quietinho

Table of Contents: “… fundamentals, we discuss classical and post-quantum algorithms, evaluate emerging patterns, and point out real…”
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From Articles to Code: On-Demand Generation of Core Algorithms from Scientific Publications by Movassaghi, Cameron S., Momenzadeh, Amanda, Meyer, Jesse G.

Table of Contents: “… specifications for modern large language models (LLMs), enabling on-demand code generation that could supplant…”
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Accelerating Evolution: Integrating PSO Principles into Real-Coded Genetic Algorithm Crossover by Jin, Xiaobo, Tu, JiaShu

Table of Contents: “… Crossover (PSOX), which is specifically developed for real-coded genetic algorithms. Departing from…”
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rSVDdpd: A Robust Scalable Video Surveillance Background Modelling Algorithm by Roy, Subhrajyoty, Basu, Ayanendranath, Ghosh, Abhik

Table of Contents: “…A basic algorithmic task in automated video surveillance is to separate background and foreground…”
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PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models by Wnag, Zining, Guo, Jinyang, Gong, Ruihao, Yong, Yang, Liu, Aishan, Huang, Yushi, Liu, Jiaheng, Liu, Xianglong

Table of Contents: “… practice of PTS algorithms and the sparsification ability of models, which hinders the further development…”
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QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm by Zhou, Qirui, Peng, Shaohui, Xiong, Weiqiang, Chen, Haixin, Wen, Yuanbo, Li, Haochen, Li, Ling, Guo, Qi, Zhao, Yongwei, Gao, Ke, Chen, Ruizhi, Wu, Yanjun, Zhao, Chen, Chen, Yunji

Table of Contents: “… acceleration algorithm, it must require time-consuming and hardware-specific manual implementation, limiting…”
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A Fast and Effective Method for Euclidean Anticlustering: The Assignment-Based-Anticlustering Algorithm by Baumann, Philipp, Goldschmidt, Olivier, Hochbaum, Dorit S., Yang, Jason

Table of Contents: “…-known METIS method in both solution quality and running time. The code of the ABA algorithm is available…”
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ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering by Imajuku, Yuki, Horie, Kohki, Iwata, Yoichi, Aoki, Kensho, Takahashi, Naohiro, Akiba, Takuya

Table of Contents: “…How well do AI systems perform in algorithm engineering for hard optimization problems in domains…”
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FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery by Ghazouali, Safouane El, Gucciardi, Arnaud, Venturini, Francesca, Venturi, Nicola, Rueegsegger, Michael, Michelucci, Umberto

Table of Contents: “… such as biophysical, and environmental monitoring. While deep learning algorithms are constantly evolving, they have…”
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Exploring the Potential of Quantum Approximate Optimization Algorithm in Tackling the Perfect Domination Problem by Pan, Haoqian, Lu, Changhong, Zheng, Yuqing, Yan, Chunxing

Table of Contents: “… critical applications in real-world systems such as error-correcting codes, wireless communication networks…”
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Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization by Xie, Lindong, Li, Genghui, Wang, Zhenkun, Chung, Edward, Gong, Maoguo

Table of Contents: “… algorithms across standard test cases. The source code is publicly available at https://github.com/ForrestXie…”
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Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms by Wang, Xiao, Li, Yuehang, Wang, Fuling, Jiang, Bo, Wang, Yaowei, Tian, Yonghong, Tang, Jin, Luo, Bin

Table of Contents: “… with disabilities. Current sign language translation algorithms predominantly rely on RGB frames, which may…”
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Universal Lesion Segmentation Challenge 2023: A Comparative Research of Different Algorithms by Shi, Kaiwen, Li, Yifei, Ho, Binh, Wang, Jovian, Guo, Kobe

Table of Contents: “…In recent years, machine learning algorithms have achieved much success in segmenting lesions…”
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EDOLAB: An Open-Source Platform for Education and Experimentation with Evolutionary Dynamic Optimization Algorithms by Peng, Mai, Yazdani, Delaram, She, Zeneng, Yazdani, Danial, Luo, Wenjian, Li, Changhe, Branke, Juergen, Nguyen, Trung Thanh, Gandomi, Amir H., Yang, Shengxiang, Jin, Yaochu, Yao, Xin

Table of Contents: “… challenges for traditional optimization techniques. Evolutionary Dynamic Optimization Algorithms (EDOAs…”
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Volume Density Mapper: 3D Density Reconstruction Algorithm for Molecular Clouds by Li, Guang-Xing, Zhao, Mengke

Table of Contents: “… Density Mapper, a novel algorithm based on constrained diffusion to reconstruct three-dimensional (3D…”
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Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch by Ferreira, Fabio, Wobbe, Lucca, Krishnakumar, Arjun, Hutter, Frank, Zela, Arber

Table of Contents: “… code directly. We use it as a testbed to compare classical HPO algorithms against LLM-based methods…”
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