Search Results - coding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

MToP: A MATLAB Benchmarking Platform for Evolutionary Multitasking by Li, Yanchi, Gong, Wenyin, Zhang, Tingyu, Ming, Fei, Li, Shuijia, Gu, Qiong, Ong, Yew-Soon

Table of Contents: “… 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 by Sapkota, Ganesh, Madria, Sanjay

Table of Contents: “… 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 by Zhang, Shenao, Zheng, Sirui, Ke, Shuqi, Liu, Zhihan, Jin, Wanxin, Yuan, Jianbo, Yang, Yingxiang, Yang, Hongxia, Wang, Zhaoran

Table of Contents: “…-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 by Hendrickson, Aaron J., Haefner, David P., Chan, Stanley H., Shade, Nicholas R., Fossum, Eric R.

Table of Contents: “… 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 by Dankloff, Mirthe, Skoric, Vanja, Sileno, Giovanni, Ghebreab, Sennay, Van Ossenbruggen, Jacco, Beauxis-Aussalet, Emma

Table of Contents: “… 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 by Hasan, S M Rakib, Dhakal, Aakar

Table of Contents: “… 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 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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Efficient Multi-agent Reinforcement Learning by Planning by Liu, Qihan, Ye, Jianing, Ma, Xiaoteng, Yang, Jun, Liang, Bin, Zhang, Chongjie

Table of Contents: “…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 by Lin, Xuan

Table of Contents: “… 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 by Jiang, Zhixing, Hauck, Scott, Yin, Dennis, Zuo, Bowen, Carlson, Ben, Hsu, Shih-Chieh, Deiana, Allison, Narayan, Rohin, Parajuli, Santosh, Eastlack, Jeff

Table of Contents: “…. 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 by Xu, Yao, Cooperman, Gene

Table of Contents: “… 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 by Satyarth, Ishna, Yin, Chao, Matthews, Devin A., Myers, Maggie, van de Geijn, Robert, Xu, RuQing G.

Table of Contents: “… 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 by Severo, Daniel

Table of Contents: “… 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 by Zhang, Boyang, Cheng, Daning, Zhang, Yunquan, Liu, Fangming, Tian, Jiake

Table of Contents: “… 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 by Talak, Rajat, Georgiou, Charis, Shi, Jingnan, Carlone, Luca

Table of Contents: “… 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 by Wu, Liang, Xiao, Wei, Braatz, Richard D.

Table of Contents: “… 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 by Davari, Morteza, Moura, Phablo F. S., Yaman, Hande

Table of Contents: “… 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 by Deng, Minjie, Wei, Yan, Wu, An, Ouyang, Yuncan, Zhai, Hao, Peng, Qianyao

Table of Contents: “… 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 by Pang, Jing-Cheng, Li, Kaiyuan, Wang, Yidi, Yang, Si-Hang, Jiang, Shengyi, Yu, Yang

Table of Contents: “… algorithms that leverage both real rollouts and LLM-imaginary rollouts. The key features of ImagineBench…”
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The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm by Chen, Jiale, Shabanzadeh, Yalda, Crnčević, Elvir, Hoefler, Torsten, Alistarh, Dan

Table of Contents: “…, GPTQ is mathematically identical to Babai's nearest plane algorithm for the classical closest vector…”
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