Suchergebnisse - coding (algorithmics OR (algorithm OR (Algorithmsssics OR (algorithm OR algorithm))))

A Semantic Invariant Robust Watermark for Large Language Models von Liu, Aiwei, Pan, Leyi, Hu, Xuming, Meng, Shiao, Wen, Lijie

Inhaltsangabe: “… Watermark algorithms for large language models (LLMs) have achieved extremely high accuracy …”
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MToP: A MATLAB Benchmarking Platform for Evolutionary Multitasking von Li, Yanchi, Gong, Wenyin, Zhang, Tingyu, Ming, Fei, Li, Shuijia, Gu, Qiong, Ong, Yew-Soon

Inhaltsangabe: “… evolutionary algorithms (MTEAs) proposed for multitask optimization (MTO), there remains a need for a …”
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Landmark-based Localization using Stereo Vision and Deep Learning in GPS-Denied Battlefield Environment von Sapkota, Ganesh, Madria, Sanjay

Inhaltsangabe: “… stereomatching algorithm, and distances to landmarks are determined by extracting the landmark depth feature …”
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How Can LLM Guide RL? A Value-Based Approach von Zhang, Shenao, Zheng, Sirui, Ke, Shuqi, Liu, Zhihan, Jin, Wanxin, Yuan, Jianbo, Yang, Yingxiang, Yang, Hongxia, Wang, Zhaoran

Inhaltsangabe: “… -making problems by improving future acting policies with feedback. However, RL algorithms may require …”
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PCH-EM: A solution to information loss in the photon transfer method von Hendrickson, Aaron J., Haefner, David P., Chan, Stanley H., Shade, Nicholas R., Fossum, Eric R.

Inhaltsangabe: “… Histogram Expectation Maximization (PCH-EM) algorithm is derived as a general-purpose alternative …”
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Analysing and Organising Human Communications for AI Fairness-Related Decisions: Use Cases from the Public Sector von Dankloff, Mirthe, Skoric, Vanja, Sileno, Giovanni, Ghebreab, Sennay, Van Ossenbruggen, Jacco, Beauxis-Aussalet, Emma

Inhaltsangabe: “… with practitioners working on algorithmic systems in the public sector. By applying qualitative coding analysis, we …”
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Obfuscated Malware Detection: Investigating Real-world Scenarios through Memory Analysis von Hasan, S M Rakib, Dhakal, Aakar

Inhaltsangabe: “… algorithms. The study focuses on the CIC-MalMem-2022 dataset, designed to simulate real-world scenarios …”
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FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery von Ghazouali, Safouane El, Gucciardi, Arnaud, Venturini, Francesca, Venturi, Nicola, Rueegsegger, Michael, Michelucci, Umberto

Inhaltsangabe: “… such as biophysical, and environmental monitoring. While deep learning algorithms are constantly evolving, they have …”
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Efficient Multi-agent Reinforcement Learning by Planning von Liu, Qihan, Ye, Jianing, Ma, Xiaoteng, Yang, Jun, Liang, Bin, Zhang, Chongjie

Inhaltsangabe: “… Multi-agent reinforcement learning (MARL) algorithms have accomplished remarkable breakthroughs …”
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Accelerating Hybrid Model Predictive Control using Warm-Started Generalized Benders Decomposition von Lin, Xuan

Inhaltsangabe: “… propose a hybrid MPC algorithm based on Generalized Benders Decomposition. The algorithm enumerates …”
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Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade von Jiang, Zhixing, Hauck, Scott, Yin, Dennis, Zuo, Bowen, Carlson, Ben, Hsu, Shih-Chieh, Deiana, Allison, Narayan, Rohin, Parajuli, Santosh, Eastlack, Jeff

Inhaltsangabe: “… . Currently, such filtering tasks are hand-coded implementations of standard deterministic signal processing …”
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Enabling Practical Transparent Checkpointing for MPI: A Topological Sort Approach von Xu, Yao, Cooperman, Gene

Inhaltsangabe: “… and general algorithm for transparent checkpointing of MPI that is both efficient and compatible with most …”
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Performant Tridiagonal Factorization of Skew-Symmetric Matrices von Satyarth, Ishna, Yin, Chao, Matthews, Devin A., Myers, Maggie, van de Geijn, Robert, Xu, RuQing G.

Inhaltsangabe: “… of correct-by-construction algorithms into correct code. Experiments verify that the resulting …”
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Random Permutation Codes: Lossless Source Coding of Non-Sequential Data von Severo, Daniel

Inhaltsangabe: “… this problem through the lens of lossless source coding, also sometimes referred to as lossless compression …”
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Lossless Model Compression via Joint Low-Rank Factorization Optimization von Zhang, Boyang, Cheng, Daning, Zhang, Yunquan, Liu, Fangming, Tian, Jiake

Inhaltsangabe: “… on the above analysis, we propose two optimization algorithms: \textbf{a lossless optimization algorithm …”
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Outlier-Robust Training of Machine Learning Models von Talak, Rajat, Georgiou, Charis, Shi, Jingnan, Carlone, Luca

Inhaltsangabe: “… learning models with outliers. The algorithm iteratively trains the model by using a weighted version …”
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EIQP: Execution-time-certified and Infeasibility-detecting QP Solver von Wu, Liang, Xiao, Wei, Braatz, Richard D.

Inhaltsangabe: “… that the employed QP algorithm can either return a solution within a predefined level of optimality or detect QP …”
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Balanced connected partitions of edge-weighted graphs: Hardness and solving methods von Davari, Morteza, Moura, Phablo F. S., Yaman, Hande

Inhaltsangabe: “… methods. The source code of the complete implementation of the proposed algorithms is also available.  …”
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Rethinking Few-Shot Image Fusion: Granular Ball Priors Enable General-Purpose Deep Fusion von Deng, Minjie, Wei, Yan, Wu, An, Ouyang, Yuncan, Zhai, Hao, Peng, Qianyao

Inhaltsangabe: “… handcrafted priors at the algorithmic level and estimate their confidence. Based on this idea, we couple …”
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ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts von Pang, Jing-Cheng, Li, Kaiyuan, Wang, Yidi, Yang, Si-Hang, Jiang, Shengyi, Yu, Yang

Inhaltsangabe: “… algorithms that leverage both real rollouts and LLM-imaginary rollouts. The key features of ImagineBench …”
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