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2421
LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently
Veröffentlicht 2025Inhaltsangabe: “… This paper explores how theory can guide and enhance practical algorithms, using Low-Rank …”
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2422
Gradient GA: Gradient Genetic Algorithm for Drug Molecular Design
Veröffentlicht 2025Inhaltsangabe: “… , such as genetic algorithms, continue to achieve state-of-the-art results across multiple molecular design …”
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2423
Sparse Tensor CCA via Manifold Optimization for Multi-View Learning
Veröffentlicht 2025Inhaltsangabe: “… underemphasize the characterization of individual structures and lack algorithmic convergence guarantees …”
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2424
Joint Optimization of Handoff and Video Rate in LEO Satellite Networks
Veröffentlicht 2025Inhaltsangabe: “… datasets, we show the importance of handoff strategy and throughput prediction algorithms in single-user …”
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2425
Benchmarking Differentially Private Tabular Data Synthesis
Veröffentlicht 2025Inhaltsangabe: “… algorithms in recent years has introduced challenges in practical applications, such as inconsistent data …”
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2426
Deblurring fission fragment mass distributions
Veröffentlicht 2025Inhaltsangabe: “… for fission fragment evaporation codes like \cgmf{}, are extracted from distributions that are always measured …”
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2427
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
Veröffentlicht 2025Inhaltsangabe: “… . In this work, we introduce the first training-free algorithm for online routing scenarios. Our algorithm …”
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2428
Beyond Belief Propagation: Cluster-Corrected Tensor Network Contraction with Exponential Convergence
Veröffentlicht 2025Inhaltsangabe: “… powerful approximation algorithm for this task, its accuracy limitations are poorly understood …”
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2429
Joint Link Adaptation and Device Scheduling Approach for URLLC Industrial IoT Network: A DRL-based Method with Bayesian Optimization
Veröffentlicht 2025Inhaltsangabe: “… is proposed, which determines the device served order sequence and the corresponding modulation and coding …”
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2430
Exact Computation of the Catalan Number $C(2,050,572,903)$
Veröffentlicht 2026Inhaltsangabe: “… This paper presents a two-phase algorithm for computing exact Catalan numbers at an unprecedented …”
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2431
Maximizing Diversity in (near-)Median String Selection
Veröffentlicht 2026Inhaltsangabe: “… dispersion. We first introduce an exact algorithm for the diameter variant of the problem, which identifies …”
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2432
EQISA: Energy-efficient Quantum Instruction Set Architecture using Sparse Dictionary Learning
Veröffentlicht 2026Inhaltsangabe: “… The scalability of quantum computing in supporting sophisticated algorithms critically depends …”
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2433
The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems
Veröffentlicht 2026Inhaltsangabe: “… construction alongside algorithmic innovation. The source code for our experiments is publicly available …”
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2434
Discovery of Course Success Using Unsupervised Machine Learning Algorithms
Veröffentlicht 2021Inhaltsangabe: “… technologies department by means of machine learning algorithms. In the scope of the study, a dataset …”
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Recurso educativo Open Access -
2435
Desarrollo de software libre para el análisis espectral de voces patológicas
Veröffentlicht 2017Inhaltsangabe: “… of the Fast Fourier Transform (FFT) algorithms was performed and the implementation was proceeded, in code …”
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Artículo científico -
2436
Constructing strictly sign regular matrices of all sizes and sign patterns
Veröffentlicht 2025Inhaltsangabe: “… dimension and sign pattern. In this article, we provide an algorithm to explicitly construct an SSR matrix …”
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Artículo Open Access -
2437
Fast Subpixel Motion Estimation Based on Human Visual System
Veröffentlicht 2024Inhaltsangabe: “… % of video coding times are consumed by motion estimation calculations, which are the most complex aspect …”
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Artículo Open Access -
2438
On Enforcing Existence and Non-Existence Constraints in MatBase
Veröffentlicht 2024Inhaltsangabe: “… automatically generates code for their enforcement. This paper presents and discusses the algorithms used …”
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2439
Computing Classical Orbital Elements with Improved Efficiency and Accuracy
Veröffentlicht 2024Inhaltsangabe: “… This paper reviews the standard algorithm for converting spacecraft state vectors to Keplerian …”
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2440
Classifying Images with CoLaNET Spiking Neural Network -- the MNIST Example
Veröffentlicht 2024Inhaltsangabe: “… ) architecture can be used in supervised learning image classification tasks. Image pixel brightness is coded …”
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