Resultados de búsqueda - coding (algorithmsssssic OR (algorithm OR (algorithmicsics OR algorithmicsics)))

A Technical Survey of Reinforcement Learning Techniques for Large Language Models por Srivastava, Saksham Sahai, Aggarwal, Vaneet

Tabla de Contenidos: “… models, highlighting prominent algorithms such as Proximal Policy Optimization (PPO), Q-Learning…”
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Interaction between skew-representability, tensor products, extension properties, and rank inequalities por Bérczi, Kristóf, Gehér, Boglárka, Imolay, András, Lovász, László, Padró, Carles, Schwarcz, Tamás

Tabla de Contenidos: “… and linear algebra. They play an important role in areas such as coding theory, optimization…”
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Ensemble Foreground Management for Unsupervised Object Discovery por Wu, Ziling, Moemeni, Armaghan, Caleb-Solly, Praminda

Tabla de Contenidos: “… in UOD algorithms. However, the absence of ground truth provides existing UOD methods with two challenges…”
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TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback por Pang, Lei, Luo, Jun, Jin, Ruinan

Tabla de Contenidos: “… reinforcement learning algorithm for fine-tuning large language models. GRPO replaces the value function…”
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Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning por Tian, Chang, Blaschko, Matthew B., Xing, Mingzhe, Li, Xiuxing, Yue, Yinliang, Moens, Marie-Francine

Tabla de Contenidos: “… of large language models (LLMs), with policy-gradient algorithms dominating the post-training stage because…”
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SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication por Zhang, Ruijia, Zhao, Xinyan, Wang, Ruixiang, Chen, Sigen, Zhang, Guibin, Zhang, An, Wang, Kun, Wen, Qingsong

Tabla de Contenidos: “… pretrained GNNs or greedy algorithms, but often isolate pre- and post-task optimization, lacking a unified…”
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CaPGNN: Optimizing Parallel Graph Neural Network Training with Joint Caching and Resource-Aware Graph Partitioning por Song, Xianfeng, Zou, Yi, Shi, Zheng

Tabla de Contenidos: “… algorithm that leverages both CPU and GPU memory, integrating lightweight cache update and prefetch…”
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Adaptive Monitoring and Real-World Evaluation of Agentic AI Systems por Shukla, Manish

Tabla de Contenidos: “… metrics such as goal drift and harm reduction but did not provide an algorithmic instantiation…”
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STORI: A Benchmark and Taxonomy for Stochastic Environments por Barsainyan, Aryan Amit, Lim, Jing Yu, Liu, Dianbo

Tabla de Contenidos: “… algorithms can be tuned to succeed. The absence of a well-defined taxonomy of stochasticity further…”
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$Agent^2$: An Agent-Generates-Agent Framework for Reinforcement Learning Automation por Wei, Yuan, Shan, Xiaohan, Miao, Ran, Li, Jianmin

Tabla de Contenidos: “…$ autonomously translates natural language task descriptions and environment code into executable RL solutions…”
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A Multidimensional Self-Adaptive Numerical Simulation Framework for Semiconductor Boltzmann Transport Equation por Zhang, Zeyu, Zhang, Xiaoyu, Song, Zhigang, Fang, Qing

Tabla de Contenidos: “… transformation. On the programming front, a parallelized MATLAB algorithm is developed to optimize code execution…”
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d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation por Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Tabla de Contenidos: “… gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because…”
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TriAlignXA: An Explainable Trilemma Alignment Framework for Trustworthy Agri-product Grading por Xie, Jianfei, Li, Ziyang

Tabla de Contenidos: “…' (TTI). We redefine the role of algorithms from 'decision-makers' to 'providers of transparent decision…”
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The Current State of AI Bias Bounties: An Overview of Existing Programmes and Research por Kucenko, Sergej, Dennler, Nathaniel, He, Fengxiang

Tabla de Contenidos: “…. The five research publications included a report on the application of bug bounties to algorithmic harms…”
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Hybrid Schemes of NIST Post-Quantum Cryptography Standard Algorithms and Quantum Key Distribution for Key Exchange and Digital Signature por Chen, Abel C. H.

Tabla de Contenidos: “…Since the security of post-quantum cryptography (PQC) algorithms is based on the hardness…”
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OCTOPUS: A Versatile, User-Friendly, and Extensible Public Code for General-Relativistic Ray-Tracing in Spherically Symmetric and Static Spacetimes por Hu, Shiyang, Tan, Shijie, Li, Dan, Zhang, Lina, Deng, Chen, Cao, Wenfu

Tabla de Contenidos: “…This paper presents OCTOPUS, a relativistic ray-tracing algorithm developed within a Fortran-based…”
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NetMCP: Network-Aware Model Context Protocol Platform for LLM Capability Extension por Li, Enhan, Du, Hongyang, Huang, Kaibin

Tabla de Contenidos: “… MCP tool routing algorithms with real-time awareness of network and server status. To provide a…”
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Implementing Multi-GPU Scientific Computing Miniapps Across Performance Portable Frameworks por Villalobos, Johansell, Ruzicka, Josef, Rizzi, Silvio

Tabla de Contenidos: “… hardware platforms with minimal code changes. In this direction, this paper presents preliminary time…”
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TYrPPG: Uncomplicated and Enhanced Learning Capability rPPG for Remote Heart Rate Estimation por Chen, Taixi, Cheung, Yiu-ming

Tabla de Contenidos: “… language processing tasks, demonstrating potential as a substitute for transformer-based algorithms…”
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DKDS: A Benchmark Dataset of Degraded Kuzushiji Documents with Seals for Detection and Binarization por Ju, Rui-Yang, Yamashita, Kohei, Kameko, Hirotaka, Mori, Shinsuke

Tabla de Contenidos: “… algorithms, traditional algorithms combined with K-means clustering, two state-of-the-art (SOTA) generative…”
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