Resultados de búsqueda - coding (algorithm OR (algorithmsssicics OR (algorithmicsics OR algorithmssics)))

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

$Agent^2$: 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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso

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…”
Enlace del recurso