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

Scaling Automatic Extraction of Pseudocode di Toksoz, Levent, Tan, Gang, Giles, C. Lee

Sommario: “... algorithmic design, to empowering NLP or computer vision based models for tasks such as automated code...”
Testo

A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models di Hu, Xiaoyan, Leung, Ho-fung, Farnia, Farzan

Sommario: “...) and propose upper confidence bound (UCB) bandit algorithms to identify the model producing data with the best...”
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Semi-Supervised Multi-Task Learning Based Framework for Power System Security Assessment di Za'ter, Muhy Eddin, Sajadi, Amirhossein, Hodge, Bri-Mathias

Sommario: “... of topological changes. The learning algorithm underlying the proposed framework integrates conditional masked...”
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Unveiling the Power of Sparse Neural Networks for Feature Selection di Atashgahi, Zahra, Liu, Tennison, Pechenizkiy, Mykola, Veldhuis, Raymond, Mocanu, Decebal Constantin, van der Schaar, Mihaela

Sommario: “.... Leveraging the dynamic sparse training (DST) algorithms within SNNs has demonstrated promising feature...”
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Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model di Huang, Jiaxiang, Jiao, Licheng

Sommario: “... quadratic assignment problem verify the effectiveness of the algorithm. Our code is available at: \href...”
Testo

AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation di Li, Haojin, Li, Heng, Chen, Jianyu, Zhong, Rihan, Niu, Ke, Fu, Huazhu, Liu, Jiang

Sommario: “...-SFDA through comparisons with leading algorithms and ablation studies. The code is available at https...”
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LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently di Zhang, Yuanhe, Liu, Fanghui, Chen, Yudong

Sommario: “...This paper explores how theory can guide and enhance practical algorithms, using Low-Rank...”
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Gradient GA: Gradient Genetic Algorithm for Drug Molecular Design di Zhuang, Chris, Mukherjee, Debadyuti, Lu, Yingzhou, Fu, Tianfan, Zhang, Ruqi

Sommario: “..., such as genetic algorithms, continue to achieve state-of-the-art results across multiple molecular design...”
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Sparse Tensor CCA via Manifold Optimization for Multi-View Learning di Zhu, Yanjiao, Liu, Wanquan, Xiu, Xianchao, Sun, Jianqin

Sommario: “... underemphasize the characterization of individual structures and lack algorithmic convergence guarantees...”
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Joint Optimization of Handoff and Video Rate in LEO Satellite Networks di Park, Kyoungjun, He, Zhiyuan, Luo, Cheng, Xu, Yi, Qiu, Lili, Ge, Changhan, Muaz, Muhammad

Sommario: “... datasets, we show the importance of handoff strategy and throughput prediction algorithms in single-user...”
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Benchmarking Differentially Private Tabular Data Synthesis di Chen, Kai, Li, Xiaochen, Gong, Chen, McKenna, Ryan, Wang, Tianhao

Sommario: “... algorithms in recent years has introduced challenges in practical applications, such as inconsistent data...”
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Deblurring fission fragment mass distributions di Nzabahimana, Pierre, Lovell, Amy E., Talou, Patrick

Sommario: “... for fission fragment evaporation codes like \cgmf{}, are extracted from distributions that are always measured...”
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Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving di Wu, Fangzhou, Silwal, Sandeep

Sommario: “.... In this work, we introduce the first training-free algorithm for online routing scenarios. Our algorithm...”
Testo

Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence di Midha, Siddhant, Zhang, Yifan F.

Sommario: “... powerful approximation algorithm for this task, its accuracy limitations are poorly understood...”
Testo

Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization di Gao, Wei, Zheng, Paul, Wu, Peng, Hu, Yulin, Schmeink, Anke

Sommario: “... is proposed, which determines the device served order sequence and the corresponding modulation and coding...”
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Exact Computation of the Catalan Number $C(2,050,572,903)$ di Ramani, Mahesh

Sommario: “...This paper presents a two-phase algorithm for computing exact Catalan numbers at an unprecedented...”
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Maximizing Diversity in (near-)Median String Selection di Chakraborty, Diptarka, Kundu, Rudrayan, Purohit, Nidhi, Ruwanpathirana, Aravinda Kanchana

Sommario: “... dispersion. We first introduce an exact algorithm for the diameter variant of the problem, which identifies...”
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EQISA: Energy-efficient Quantum Instruction Set Architecture using Sparse Dictionary Learning di Mishra, Sibasish, Sarkar, Aritra, Feld, Sebastian

Sommario: “...The scalability of quantum computing in supporting sophisticated algorithms critically depends...”
Testo

The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems di Pires, Pedro R., Azevedo, Gregorio F., Sereicikas, Rafael T., Campos, Pietro L., Almeida, Tiago A.

Sommario: “... construction alongside algorithmic innovation. The source code for our experiments is publicly available...”
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Discovery of Course Success Using Unsupervised Machine Learning Algorithms di Cam, Emre, Ozdag, Muhammet Esat

Sommario: “... technologies department by means of machine learning algorithms. In the scope of the study, a dataset...”
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