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

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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The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm von Chen, Jiale, Shabanzadeh, Yalda, Crnčević, Elvir, Hoefler, Torsten, Alistarh, Dan

Inhaltsangabe: “… , GPTQ is mathematically identical to Babai's nearest plane algorithm for the classical closest vector …”
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Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study von Li, Mocheng, Yan, Xiao, Lu, Baotong, Zhang, Yue, Cheng, James, Ma, Chenhao

Inhaltsangabe: “… known as Filtering Approximate Nearest Neighbor (Filtering ANN) search. Since many of these algorithms …”
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Dictionary learning methods for brain activity mapping with MEG data von Calvetti, Daniela, Somersalo, Erkki

Inhaltsangabe: “… , investigating the performance of a recently proposed Bayesian dictionary learning (BDL) algorithm for brain …”
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Planetary Terrain Datasets and Benchmarks for Rover Path Planning von Chancán, Marvin, Banerjee, Avijit, Nikolakopoulos, George

Inhaltsangabe: “… algorithms, in a unified framework, and evaluate them on our proposed datasets and on a popular planning …”
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Empirical Evaluation of SMOTE in Android Malware Detection with Machine Learning: Challenges and Performance in CICMalDroid 2020 von Duarte, Diego Ferreira, Bortoli, Andre Augusto

Inhaltsangabe: “… to automate and accelerate the discovery of these threats. This work tests ML algorithms in detecting …”
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Discovering Multiagent Learning Algorithms with Large Language Models von Li, Zun, Schultz, John, Hennes, Daniel, Lanctot, Marc

Inhaltsangabe: “… games has historically depended on the manual, iterative refinement of algorithmic baselines. Recently …”
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Econometric vs. Causal Structure-Learning for Time-Series Policy Decisions: Evidence from the UK COVID-19 Policies von Petrungaro, Bruno, Constantinou, Anthony C.

Inhaltsangabe: “… and traditional causal ML algorithms. We seek to understand if there are lessons to be incorporated into causal ML …”
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