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

Soft Quality-Diversity Optimization di Hedayatian, Saeed, Nikolaidis, Stefanos

Sommario: “...Quality-Diversity (QD) algorithms constitute a branch of optimization that is concerned...”
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Agentic Diagnostic Reasoning over Telecom and Datacenter Infrastructure di Tacheny, Nicolas

Sommario: “.... Traditional approaches to root cause analysis(RCA) rely on hard-coded graph traversal algorithms or rule-based...”
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Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward di Misra, Dipendra, Pacchiano, Aldo, Chi, Ta-Chung, Gao, Ge

Sommario: “... such as LLMs-based writing assistants and coding agents. The _natural_ origin of user edits makes it a desired...”
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Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models di Luo, Ziwei, Jin, Ziqi, Wang, Lei, Bing, Lidong, Schön, Thomas B.

Sommario: “...This work presents self-rewarding sequential Monte Carlo (SMC), an inference-time scaling algorithm...”
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[Re] FairDICE: A Fair Tradeoff in Multi-objective Offline RL di Adema, Peter, Galliamov, Karim, Evstratovskiy, Aleksey, Geurts, Ross

Sommario: “..., but existing multi-objective offline RL algorithms do not provide an efficient way to find a fair compromise...”
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Leech Lattice Vector Quantization for Efficient LLM Compression di van der Ouderaa, Tycho F. A., van Baalen, Mart, Whatmough, Paul, Nagel, Markus

Sommario: “... usable for LLM quantization, we extend an existing search algorithm based on the extended Golay code...”
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A Joint JSCC-Resource Allocation Framework for QoS-Aware Semantic Communication in LEO Satellite-based EO Missions di Nguyen-Kha, Hung, Nguyen, Ti Ti, Ha, Vu Nguyen, Lagunas, Eva, Chatzinotas, Symeon, Ottersten, Bjorn

Sommario: “... transmission, this paper employs semantic communication (SemCom) with joint source-channel coding (JSCC), which...”
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Impact of Differentials in SIMON32 Algorithm for Lightweight Security of Internet of Things di Cook, Jonathan, Rehman, Sabih ur, Khan, M. Arif

Sommario: “...SIMON and SPECK were among the first efficient encryption algorithms introduced for resource...”
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Point Cloud Registration via Probabilistic Self-Update Local Correspondence and Line Vector Sets di Chung, Kuo-Liang, Lin, Yu-Cheng, Chen, Wu-Chi

Sommario: “... sensing applications. This paper proposes a fast and effective PCR algorithm utilizing probabilistic self...”
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Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization di Xu, Huimin, Zhao, Shuai, Wu, Xiaobao, Luu, Anh Tuan

Sommario: “... for improving the reasoning ability of large language models. However, widely used RLVR algorithms, such as GRPO...”
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CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning di Sun, Ke, Zhao, Yizhou, Xin, Jiayi, Long, Qi, Su, Weijie

Sommario: “...-reweighted RLVR algorithms. The code is released in https://github.com/zhyzmath/CurveRL. ...”
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Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models di Zheng, Jiasheng, Cao, Boxi, Ma, Zhengzhao, Pan, Ruotong, Lin, Hongyu, Lu, Yaojie, Han, Xianpei, Sun, Le

Sommario: “... learning algorithms to enhance code generation under varied constraints and improve coverage and usability...”
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Ideal Pseudorandom Codes di Alrabiah, Omar, Ananth, Prabhanjan, Christ, Miranda, Dodis, Yevgeniy, Gunn, Sam

Sommario: “...Pseudorandom codes are error-correcting codes with the property that no efficient adversary can...”
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Error-Correction Performance of Regular Ring-Linear LDPC Codes over Lee Channels di Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

Sommario: “...Most low-density parity-check (LDPC) code constructions are considered over finite fields...”
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Enhanced Bug Prediction in JavaScript Programs with Hybrid Call-Graph Based Invocation Metrics di Antal, Gábor, Tóth, Zoltán, Hegedűs, Péter, Ferenc, Rudolf

Sommario: “...Bug prediction aims at finding source code elements in a software system that are likely to contain...”
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Telecommand Rejection Probability for CCSDS-compliant LDPC-Coded Transmissions with Tail Sequence di Giuliani, Rebecca, Battaglioni, Massimo, Baldi, Marco, Chiaraluce, Franco, Maturo, Nicola

Sommario: “... for TeleCommand (TC) synchronization and coding, the Communications Link Transmission Unit (CLTU) consists of a...”
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EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments? di Wang, Yibin, Xie, Jiaxi, Subramanian, Lakshminarayanan

Sommario: “...The prevalence of Large Language Models (LLMs) is revolutionizing the process of writing code...”
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Towards Formal Verification of LLM-Generated Code from Natural Language Prompts di Councilman, Aaron, Fu, David Jiahao, Gupta, Aryan, Wang, Chengxiao, Grove, David, Wang, Yu-Xiong, Adve, Vikram

Sommario: “... language descriptions and generating code based on it. However, the reliability of LLM code generation...”
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GraphSkill: Documentation-Guided Hierarchical Retrieval-Augmented Coding for Complex Graph Reasoning di Wang, Fali, Weng, Chenglin, Zhang, Xianren, Hong, Siyuan, Liu, Hui, Wang, Suhang

Sommario: “...The growing demand for automated graph algorithm reasoning has attracted increasing attention...”
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Syndrome decoding by quantum approximate optimization di Lai, Ching-Yi, Kuo, Kao-Yueh, Liao, Bo-Jyun

Sommario: “... the quantum approximate optimization algorithm (QAOA) to address the syndrome decoding problem with elegantly...”
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