Risultati della ricerca - coding Algorithm

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

Sommario: “... 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 di Rosenberger, Hans, Fröhlich, Johanna S., Bereyhi, Ali, Müller, Ralf R.

Sommario: “...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 di Fernandez, Edgar Gonzalez, Orozco, Ana Lucila Sandoval, Villalba, Luis Javier Garcia

Sommario: “... 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 di DiIorio, Stephen, Fonseca, Ricardo, Tsung, Frank, Winjum, Benjamin J., Thomas, Alec G. R.

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

Sommario: “... 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 di 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

Sommario: “...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 di Jia, Lianchen, Li, Chaoyang, Houde, Qian, Huang, Tianchi, Liu, Jiangchuan, Sun, Lifeng

Sommario: “... 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 di Lahoz-Beltra, Rafael

Sommario: “... 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 di Hu, Cordelia, Tang, Jennifer

Sommario: “... 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 di Conti, Elisa, Vannucci, Armando, Piemontese, Amina, Colavolpe, Giulio

Sommario: “.... 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 di Langner, Johanna, Sadhukhan, Anjan, Saha, Jayanta K., Witek, Henryk A.

Sommario: “... 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? di Goldie, Alexander David, Wang, Zilin, Cohen, Jaron, Foerster, Jakob Nicolaus, Whiteson, Shimon

Sommario: “... 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 di Huang, Lianghuan, Anupam, Sagnik, Lee, Insup, Li, Shuo, Bastani, Osbert

Sommario: “... 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 di Zhang, Xiaoyuan, Lin, Xi, Zhang, Qingfu

Sommario: “... 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 di Sel, Bilgehan, Al-Tawaha, Ahmad, Khattar, Vanshaj, Jia, Ruoxi, Jin, Ming

Sommario: “... 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 di Lewis, Dylan, Wiersema, Roeland, Carrasquilla, Juan, Bose, Sougato

Sommario: “... 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 di Malekmohammadi, Saber, Yu, Yaoliang, Cao, Yang

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

Sommario: “... 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 di Shu, Dong, Du, Mengnan

Sommario: “.... 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 di Jolakoski, Pavel, Deja, Jordan Aiko, Pucihar, Klen Čopič, Kljun, Matjaž

Sommario: “... and visualise three different shortest path algorithms with colour-coded edges and vertices. Animated graph...”
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