Suchergebnisse - (coding OR Decoding) ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Automated atomistic simulations of dissociated dislocations with ab initio accuracy von Mismetti, Laura, Hodapp, Max

Inhaltsangabe: “… an algorithm that fully automatically trains machine-learning interatomic potentials (MLIPs) during large-scale …”
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Guiding Enumerative Program Synthesis with Large Language Models von Li, Yixuan, Parsert, Julian, Polgreen, Elizabeth

Inhaltsangabe: “… code generation with natural language specifications. In contrast, the best-performing synthesizers …”
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Interactive-FAR:Interactive, Fast and Adaptable Routing for Navigation Among Movable Obstacles in Complex Unknown Environments von He, Botao, Chen, Guofei, Wang, Wenshan, Zhang, Ji, Fermuller, Cornelia, Aloimonos, Yiannis

Inhaltsangabe: “… This paper introduces a real-time algorithm for navigating complex unknown environments cluttered …”
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MarkLLM: An Open-Source Toolkit for LLM Watermarking von Pan, Leyi, Liu, Aiwei, He, Zhiwei, Gao, Zitian, Zhao, Xuandong, Lu, Yijian, Zhou, Binglin, Liu, Shuliang, Hu, Xuming, Wen, Lijie, King, Irwin, Yu, Philip S.

Inhaltsangabe: “… LLM watermarking, which embeds imperceptible yet algorithmically detectable signals in model …”
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Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases von Sun, Geng, Xie, Wenwen, Niyato, Dusit, Mei, Fang, Kang, Jiawen, Du, Hongyang, Mao, Shiwen

Inhaltsangabe: “… the performance of DRL algorithms in this paper. We first introduce several classic GAI and DRL algorithms …”
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Training neural networks without backpropagation using particles von Kumar, Deepak

Inhaltsangabe: “… neurons in a human brain. Neural networks have been trained using the backpropagation algorithm based …”
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Removal of Small Weight Stopping Sets for Asynchronous Unsourced Multiple Access von Ritter, Frederik, Mandelbaum, Jonathan, Fengler, Alexander, Jäkel, Holger, Schmalen, Laurent

Inhaltsangabe: “… frame-asynchronous two-user transmission. Furthermore, we propose an algorithm to completely avoid small …”
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More Efficient Sybil Detection Mechanisms Leveraging Resistance of Users to Attack Requests von Dehkordi, Ali Safarpoor, Zehmakan, Ahad N.

Inhaltsangabe: “… when applied as a preprocessing step for different sybil detection algorithms. The code and data used …”
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GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments von Li, Kechen, Tao, Yaotian, Wen, Ximing, Sun, Quanwei, Gong, Zifei, Xu, Chang, Zhang, Xizhe, Ji, Tianbo

Inhaltsangabe: “… and reasoning tasks, offering a flexible alternative to classical pathfinding algorithms. However, most existing …”
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Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics von Hemberg, Erik, Liu, Eric, Fuller, Lucille, Moskal, Stephen, O'Reilly, Una-May

Inhaltsangabe: “… combine these controller representations with different evolutionary algorithms, one of which introduces a …”
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Estimating Rate-Distortion Functions Using the Energy-Based Model von Wu, Shitong, Xu, Sicheng, Chen, Lingyi, Wu, Huihui, Zhang, Wenyi

Inhaltsangabe: “… theoretical limits for compression performance and guiding the source coding design, with both theoretical …”
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Secure Best Arm Identification in the Presence of a Copycat von Cohen, Asaf, Günlü, Onur

Inhaltsangabe: “… {T}{d}\right)$ exponent. In this paper, we propose a secure algorithm that plays with \emph{coded arms …”
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Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface von Petrič, Matic, Zander, René

Inhaltsangabe: “… Block-encoding is a foundational technique in modern quantum algorithms, enabling …”
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A Tutorial and Use Case Example of the eXtreme Gradient Boosting (XGBoost) Artificial Intelligence Algorithm for Drug Development Applications von Matthew Wiens, Alissa Verone‐Boyle, Nick Henscheid, Jagdeep T. Podichetty, Jackson Burton

Inhaltsangabe: “… and implementation of the popular eXtreme gradient boosting (XGBoost) algorithm for classification and regression …”
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The lattice Boltzmann method for fluid flows at relaxation time equal one: performance study von Bacza, Maja, Tomczak, Tadeusz, Matyka, Maciej

Inhaltsangabe: “… Running large-scale computer codes for huge fluid flow problems requires not only large …”
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Weyl-Heisenberg Transform Capabilities in JPEG Compression Standard von Asiryan, V., Volchkov, V., Papulovskaya, N.

Inhaltsangabe: “… and information coding. Based on DWHT, a new version of the JPEG compression algorithm was developed …”
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A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs von Zhang, Chen, Ding, Yan, Wang, Haotian, Liu, Chubo, Li, Keqin, Li, Kenli

Inhaltsangabe: “… -level acceleration algorithms like Prompt LookUp Decoding (PLD)  …”
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RecFlow: An Industrial Full Flow Recommendation Dataset von Liu, Qi, Zheng, Kai, Huang, Rui, Li, Wuchao, Cai, Kuo, Chai, Yuan, Niu, Yanan, Hui, Yiqun, Han, Bing, Mou, Na, Wang, Hongning, Bao, Wentian, Yu, Yunen, Zhou, Guorui, Li, Han, Song, Yang, Lian, Defu, Gai, Kun

Inhaltsangabe: “… on the exposure space, where novel RS algorithms are trained and evaluated. However, when these algorithms …”
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Differentiation of Blackbox Combinatorial Solvers von Vlastelica, Marin, Paulus, Anselm, Musil, Vít, Martius, Georg, Rolínek, Michal

Inhaltsangabe: “… Achieving fusion of deep learning with combinatorial algorithms promises transformative changes …”
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Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations von Chen, Yifan, Epperly, Ethan N., Tropp, Joel A., Webber, Robert J.

Inhaltsangabe: “… The randomly pivoted partial Cholesky algorithm (RPCholesky) computes a factorized rank-k …”
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