Search Results - coding (Algorithm OR Algorithmic)

Fine-tuning Large Language Model for Automated Algorithm Design by Liu, Fei, Zhang, Rui, Lin, Xi, Lu, Zhichao, Zhang, Qingfu

Table of Contents: “… candidate algorithms. However, most existing methods rely on off-the-shelf LLMs trained for general coding…”
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Linear Computation Coding: Exponential Search and Reduced-State Algorithms by Rosenberger, Hans, Fröhlich, Johanna S., Bereyhi, Ali, Müller, Ralf R.

Table of Contents: “…Linear computation coding is concerned with the compression of multidimensional linear functions…”
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Digital Video Manipulation Detection Technique Based on Compression Algorithms by Fernandez, Edgar Gonzalez, Orozco, Ana Lucila Sandoval, Villalba, Luis Javier Garcia

Table of Contents: “… technique by analysing compression algorithms used by the H.264 coding. The presence of recompression uses…”
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A Deterministic Ionization Algorithm for the OSIRIS Particle-in-Cell Framework by DiIorio, Stephen, Fonseca, Ricardo, Tsung, Frank, Winjum, Benjamin J., Thomas, Alec G. R.

Table of Contents: “… correctness and benchmarked against several codes. …”
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Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning by Yin, Xiangyu, Du, Ming, Deng, Junjing, Yang, Zhi, Han, Yimo, Jiang, Yi

Table of Contents: “… code generation with evolutionary mechanisms, including semantically-guided crossover and mutation…”
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A Systematic Review of Algorithms for Identifying Pediatric Neurodevelopmental Outcomes by Sandra Lopez‐Leon, Xuerong Wen, Sneha Gaitonde, Ana Sofia Afonso, Sandrine Colas, Rachael L. DiSantostefano, Marie‐Laure Kürzinger, Maryline Le Noan‐Lainé, Vera Ruth Mitter, Gayle Murray, Meritxell Sabidó, Julie Scotto, Melanie H. Jacobson, Rebecca L. Bromley, Amir Sarayani

Table of Contents: “…A Systematic Review of Algorithms for Identifying Pediatric Neurodevelopmental Outcomes Sandra…”
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Crucible: Quantifying the Potential of Control Algorithms through LLM Agents by Jia, Lianchen, Li, Chaoyang, Houde, Qian, Huang, Tianchi, Liu, Jiangchuan, Sun, Lifeng

Table of Contents: “… ultimately leads to performance improvements. Our code is available at https://github.com/thu-media/Crucible. …”
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The Conquest of Quantum Genetic Algorithms: The Adventure to Cross the Valley of Death by Lahoz-Beltra, Rafael

Table of Contents: “… the code in both Python and QISKIT of the quantum version of one of these evolutionary algorithms allowing…”
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A Model-Driven Lossless Compression Algorithm Resistant to Mismatch by Hu, Cordelia, Tang, Jennifer

Table of Contents: “… models, such as large language models (LLMs), can be combined with entropy coding to achieve compression…”
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Phase Noise Detection via Expectation Propagation and Related Algorithms by Conti, Elisa, Vannucci, Armando, Piemontese, Amina, Colavolpe, Giulio

Table of Contents: “…. Here, we apply EP to a classical problem of coded transmission on a strong Wiener phase noise channel…”
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An Algorithm for Automated Extraction of Resonance Parameters from the Stabilization Method by Langner, Johanna, Sadhukhan, Anjan, Saha, Jayanta K., Witek, Henryk A.

Table of Contents: “… algorithm implemented as an open-access \texttt{Python} code, which offers full automation…”
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How Should We Meta-Learn Reinforcement Learning Algorithms? by Goldie, Alexander David, Wang, Zilin, Cohen, Jaron, Foerster, Jakob Nicolaus, Whiteson, Shimon

Table of Contents: “… functions or LLMs to propose code. In this paper, we carry out this empirical comparison of the different…”
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RAPID: An Efficient Reinforcement Learning Algorithm for Small Language Models by Huang, Lianghuan, Anupam, Sagnik, Lee, Insup, Li, Shuo, Bastani, Osbert

Table of Contents: “… models (SLMs) to solve targeted tasks such as math and coding. However, RL algorithms tend to be resource…”
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PMGDA: A Preference-based Multiple Gradient Descent Algorithm by Zhang, Xiaoyuan, Lin, Xi, Zhang, Qingfu

Table of Contents: “… variables. Code is available at: https://github.com/xzhang2523/pmgda. Our code is current provided…”
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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models by Sel, Bilgehan, Al-Tawaha, Ahmad, Khattar, Vanshaj, Jia, Ruoxi, Jin, Ming

Table of Contents: “… propose the Algorithm of Thoughts -- a novel strategy that propels LLMs through algorithmic reasoning…”
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Geodesic Algorithm for Unitary Gate Design with Time-Independent Hamiltonians by Lewis, Dylan, Wiersema, Roeland, Carrasquilla, Juan, Bose, Sougato

Table of Contents: “… of quantum codes and increase the clock speed of fault-tolerant quantum computers. The geodesic algorithm…”
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Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning by Malekmohammadi, Saber, Yu, Yaoliang, Cao, Yang

Table of Contents: “… the effectiveness of Robust-HDP. Our code can be found here. …”
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Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs by Procházka, Pavel, Dědič, Marek, Bajer, Lukáš

Table of Contents: “… be implemented with just a few lines of code. After defining CSP, we demonstrate its relationship with well…”
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Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning by Shu, Dong, Du, Mengnan

Table of Contents: “…. Our code is available at https://github.com/Tizzzzy/Demonstration_Selection_Overview. …”
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Teaching Shortest Path Algorithms With a Robot and Overlaid Projections by Jolakoski, Pavel, Deja, Jordan Aiko, Pucihar, Klen Čopič, Kljun, Matjaž

Table of Contents: “… and visualise three different shortest path algorithms with colour-coded edges and vertices. Animated graph…”
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