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1981
LinSATNet: The Positive Linear Satisfiability Neural Networks
Publicado 2024Tabla de Contenidos: “… satisfiability layer based on an extension of the classic Sinkhorn algorithm for jointly encoding multiple sets…”
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1982
Optimizing Sample Size for Supervised Machine Learning with Bulk Transcriptomic Sequencing: A Learning Curve Approach
Publicado 2024Tabla de Contenidos: “… on assumptions and algorithms that may not align with supervised machine learning techniques for sample…”
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1983
GPTreeO: An R package for continual regression with dividing local Gaussian processes
Publicado 2024Tabla de Contenidos: “… (DLGP) algorithm, in which a binary tree of local GP regressors is dynamically constructed using a…”
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1984
Deep Learning and Machine Learning -- Python Data Structures and Mathematics Fundamental: From Theory to Practice
Publicado 2024Tabla de Contenidos: “… application, focusing on Python as the primary programming language for implementing key algorithms and data…”
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1985
Towards Data Valuation via Asymmetric Data Shapley
Publicado 2024Tabla de Contenidos: “… is accurately quantifying its value in algorithmic decision-making. The Shapley value, a well-established…”
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1986
Brain Tumour Removing and Missing Modality Generation using 3D WDM
Publicado 2024Tabla de Contenidos: “… of BraTS 2024. The adoption of automated brain analysis algorithms to support clinical practice…”
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1987
Beyond Asymptotics: Practical Insights into Community Detection in Complex Networks
Publicado 2024Tabla de Contenidos: “… the finite-sample performance of inference methods remains underexplored. We evaluate key algorithms-spectral…”
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1988
Fast and exact simulations of stochastic epidemics on static and temporal networks
Publicado 2024Tabla de Contenidos: “… on artificial and real-world networks, we find that NEXT-Net is substantially faster than alternative algorithms…”
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1989
A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization
Publicado 2025Tabla de Contenidos: “…Swarm intelligence optimization algorithms have gained significant attention due to their ability…”
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1990
The rIC3 Hardware Model Checker
Publicado 2025Tabla de Contenidos: “… on the IC3 algorithm. It boasts a highly efficient implementation and integrates several recently proposed…”
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1991
Mixture models for data with unknown distributions
Publicado 2025Tabla de Contenidos: “…-maximization (EM) algorithm and the other a Bayesian non-parametric method using a collapsed Gibbs sampler…”
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1992
Scalable Memory Recycling for Large Quantum Programs
Publicado 2025Tabla de Contenidos: “…As quantum computing technology advances, the complexity of quantum algorithms increases…”
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1993
Beyond Local Selection: Global Cut Selection for Enhanced Mixed-Integer Programming
Publicado 2025Tabla de Contenidos: “…) algorithms as they reduce the search space and accelerate the solving process. Traditional methods rely…”
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1994
Serinv: A Scalable Library for the Selected Inversion of Block-Tridiagonal with Arrowhead Matrices
Publicado 2025Tabla de Contenidos: “… algorithms, capable of computing only specific elements of the full inverse. Currently, most of them…”
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1995
Curriculum Design of Competitive Programming: a Contest-based Approach
Publicado 2025Tabla de Contenidos: “…' observational skills, algorithmic techniques, and efficient coding and debugging practices. We outline a…”
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1996
Latent Mode Decomposition
Publicado 2025Tabla de Contenidos: “…We introduce Variational Latent Mode Decomposition (VLMD), a new algorithm for extracting…”
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1997
ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering
Publicado 2025Tabla de Contenidos: “…How well do AI systems perform in algorithm engineering for hard optimization problems in domains…”
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1998
ObjectRL: An Object-Oriented Reinforcement Learning Codebase
Publicado 2025Tabla de Contenidos: “… the implementation, modification, and evaluation of new algorithms. ObjectRL lowers the entry barrier for deep RL…”
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1999
A Differential Evolution Algorithm with Neighbor-hood Mutation for DOA Estimation
Publicado 2025Tabla de Contenidos: “…Two-dimensional (2D) Multiple Signal Classification algorithm is a powerful technique for high…”
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2000
Metrics on Permutation Families Defined by a Restriction Graph
Publicado 2025Tabla de Contenidos: “… applications in social choice theory, bioinformatics, and coding theory. We study permutation families defined…”
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