Risultati della ricerca - coding (algorithm OR (algorithmics OR (Algorithmsssssics OR algorithmicsics)))

APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation di Zhou, Yuzhen, Li, Jiajun, Su, Yusheng, Ramesh, Gowtham, Zhu, Zilin, Long, Xiang, Zhao, Chenyang, Pan, Jin, Yu, Xiaodong, Wang, Ze, Du, Kangrui, Wu, Jialian, Sun, Ximeng, Liu, Jiang, Yu, Qiaolin, Chen, Hao, Liu, Zicheng, Barsoum, Emad

Sommario: “...-4.5, have relied on large-scale RL training to enhance reasoning and coding capabilities. To meet...”
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No Compute Left Behind: Rethinking Reasoning and Sampling with Masked Diffusion Models di Horvitz, Zachary, Singhal, Raghav, Zou, Hao, Domingo-Enrich, Carles, Yu, Zhou, Ranganath, Rajesh, McKeown, Kathleen

Sommario: “...) any-order decoding and 2) multi-token decoding. However, we observe that for math and coding tasks...”
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Rank-one Riemannian Subspace Descent for Nonlinear Matrix Equations di Darmwal, Yogesh, Rajawat, Ketan

Sommario: “...We propose a rank-one Riemannian subspace descent algorithm for computing symmetric positive...”
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Regularized Warm-Started Quantum Approximate Optimization and Conditions for Surpassing Classical Solvers on the Max-Cut Problem di He, Zichang, Apte, Anuj, Augustino, Brandon, Babakhani, Arman, Khan, Abid, Omanakuttan, Sivaprasad, Shaydulin, Ruslan

Sommario: “... parameters, enabling RWS-QAOA to operate as a non-variational algorithm in which the quantum circuit...”
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Network-Efficient World Model Token Streaming di Mishra, Shatadal, Moradipari, Ahmadreza, Ammar, Nejib

Sommario: “.../frame under fixed-length coding. We consider a keyframe--delta protocol under strict per-message payload...”
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Task-Semantic Graph-Driven Distributed Agent Networking for Underwater Target Tracking di Zhu, Shengchao, Han, Guangjie, Lin, Chuan, He, Yu

Sommario: “... unified open-source platform for evaluating different MARL algorithms under six-degree-of-freedom AUV...”
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Biological homochirality and stoichiometric network analysis: Variations on Frank’s model di Andrés Montoya

Sommario: “.... This algorithm simplifies the mathematical analysis and can be implemented in a computer programme, which can...”
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Simulation of seismograms in a 2-D viscoelastic Earth by pseudospectral methods di José M. Carcione

Sommario: “... earthquake attenuation Scholte waves Using an improved global pseudospectral modeling algorithm we synthesize...”
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Automated Deep Learning‐Based Pipelines for Multi‐Objective De Novo Protein Design di Amrita Nallathambi, Brian Kuhlman

Sommario: “... algorithm along with iterative structure prediction (AlphaFold2/AlphaFold3) and sequence design (ProteinMPNN...”
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tigeR: Tumor immunotherapy gene expression data analysis R package di Yihao Chen, Li‐Na He, Yuanzhe Zhang, Jingru Gong, Shuangbin Xu, Yuelong Shu, Di Zhang, Guangchuang Yu, Zhixiang Zuo

Sommario: “... open‐source algorithms to obtain the proportions of different cell types within the tumor...”
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Enhanced Reed–Solomon Error Correction Framework for Reliable Data Transmission in Noisy Communication Systems di Najah Kalifah Almazmomi

Sommario: “..., conventional error control techniques, like Reed–Solomon (RS) codes, often fail to achieve performance under...”
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Simpler Protein Domain Identification Using Spectral Clustering di Frédéric Cazals, Jules Herrmann, Edoardo Sarti

Sommario: “... determination. A successful approach to do so is the SPECTRUS algorithm, which provides a segmentation based...”
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A Novel Hyper‐Tuned Multilayer Perceptron With Effective Stochastic Learning Strategies for Missing Values Imputation di Muhammad Hameed Siddiqi, Madallah Alruwaili, Yousef Alhwaiti, Saad Alanazi, Faheem Khan

Sommario: “... the effectiveness of learning algorithms. The ensemble models and hyper‐tuned multi‐layer perceptron (MLP) with need...”
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Piloting Copilot, Codex, and StarCoder2: Hot Temperature, Cold Prompts, or Black Magic? di Döderlein, Jean-Baptiste, Kouadio, Nguessan Hermann, Acher, Mathieu, Khelladi, Djamel Eddine, Combemale, Benoit

Sommario: “... engineering, they recently gained attention in code assistants, which generate programs from a natural...”
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Multi-compartment Neuron and Population Encoding Powered Spiking Neural Network for Deep Distributional Reinforcement Learning di Sun, Yinqian, Zhao, Feifei, Zhao, Zhuoya, Zeng, Yi

Sommario: “...-inspired deep distributional reinforcement learning algorithm based on SNNs, which integrates a bio...”
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Progressive Energy-Based Cooperative Learning for Multi-Domain Image-to-Image Translation di Song, Weinan, Zhu, Yaxuan, He, Lei, Wu, Yingnian, Xie, Jianwen

Sommario: “... output image of the target domain according to a style code, which can be inferred by the style encoder...”
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VPRTempo: A Fast Temporally Encoded Spiking Neural Network for Visual Place Recognition di Hines, Adam D., Stratton, Peter G., Milford, Michael, Fischer, Tobias

Sommario: “... realism for efficiency. VPRTempo employs a temporal code that determines the timing of a single spike...”
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SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models di Klu, Emmanuel, Sethi, Sameer, Passey, DJ, Martin Jr, Donald

Sommario: “...Understanding the long-term impact of algorithmic interventions on society is vital to achieving...”
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Eureka: Human-Level Reward Design via Coding Large Language Models di Ma, Yecheng Jason, Liang, William, Wang, Guanzhi, Huang, De-An, Bastani, Osbert, Jayaraman, Dinesh, Zhu, Yuke, Fan, Linxi, Anandkumar, Anima

Sommario: “...-level reward design algorithm powered by LLMs. Eureka exploits the remarkable zero-shot generation, code...”
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PerfRL: A Small Language Model Framework for Efficient Code Optimization di Duan, Shukai, Kanakaris, Nikos, Xiao, Xiongye, Ping, Heng, Zhou, Chenyu, Ahmed, Nesreen K., Ma, Guixiang, Capota, Mihai, Willke, Theodore L., Nazarian, Shahin, Bogdan, Paul

Sommario: “... and artificial intelligence techniques to automate the code optimization process. In this paper, we introduce...”
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