Risultati della ricerca - (endedededededededededededededededededededededededecoding OR coding) (algorithmics OR algorithm)

FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery di Ghazouali, Safouane El, Gucciardi, Arnaud, Venturini, Francesca, Venturi, Nicola, Rueegsegger, Michael, Michelucci, Umberto

Sommario: “... 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 di Liu, Qihan, Ye, Jianing, Ma, Xiaoteng, Yang, Jun, Liang, Bin, Zhang, Chongjie

Sommario: “...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 di Lin, Xuan

Sommario: “... 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 di Jiang, Zhixing, Hauck, Scott, Yin, Dennis, Zuo, Bowen, Carlson, Ben, Hsu, Shih-Chieh, Deiana, Allison, Narayan, Rohin, Parajuli, Santosh, Eastlack, Jeff

Sommario: “.... 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 di Xu, Yao, Cooperman, Gene

Sommario: “... 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 di Satyarth, Ishna, Yin, Chao, Matthews, Devin A., Myers, Maggie, van de Geijn, Robert, Xu, RuQing G.

Sommario: “... 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 di Severo, Daniel

Sommario: “... 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 di Zhang, Boyang, Cheng, Daning, Zhang, Yunquan, Liu, Fangming, Tian, Jiake

Sommario: “... 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 di Talak, Rajat, Georgiou, Charis, Shi, Jingnan, Carlone, Luca

Sommario: “... 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 di Wu, Liang, Xiao, Wei, Braatz, Richard D.

Sommario: “... 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 di Davari, Morteza, Moura, Phablo F. S., Yaman, Hande

Sommario: “... 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 di Deng, Minjie, Wei, Yan, Wu, An, Ouyang, Yuncan, Zhai, Hao, Peng, Qianyao

Sommario: “... 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 di Pang, Jing-Cheng, Li, Kaiyuan, Wang, Yidi, Yang, Si-Hang, Jiang, Shengyi, Yu, Yang

Sommario: “... 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 di Chen, Jiale, Shabanzadeh, Yalda, Crnčević, Elvir, Hoefler, Torsten, Alistarh, Dan

Sommario: “..., 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 di Li, Mocheng, Yan, Xiao, Lu, Baotong, Zhang, Yue, Cheng, James, Ma, Chenhao

Sommario: “... 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 di Calvetti, Daniela, Somersalo, Erkki

Sommario: “..., 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 di Chancán, Marvin, Banerjee, Avijit, Nikolakopoulos, George

Sommario: “... 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 di Duarte, Diego Ferreira, Bortoli, Andre Augusto

Sommario: “... 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 di Li, Zun, Schultz, John, Hennes, Daniel, Lanctot, Marc

Sommario: “... 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 di Petrungaro, Bruno, Constantinou, Anthony C.

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