Résultats de la recherche - encoding Algorithm

A Customized SAT-based Solver for Graph Coloring par Brand, Timo, Faber, Daniel, Held, Stephan, Mutzel, Petra

Table des matières: “… on top of an encoding that mimics the Zykov tree. Our method is based on an approach of Hébrard…”
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Solving larger Travelling Salesman Problem networks with a penalty-free Variational Quantum Algorithm par Goldsmith, Daniel, Liang, Xing, Makris, Dimitrios, Wu, Hongwei

Table des matières: “… locations using a hybrid penalty-free, circuit-model, Variational Quantum Algorithm (VQA). Noisy qubits…”
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SaeGraphDTI: drug-target interaction prediction based on sequence attribute extraction and graph neural network. par Zhang, Qiaosheng, Sun, Zhenyu, Zhong, Zhaoman, Yang, Huihui, Wei, Yalong, Xu, Junjie

Table des matières: “… Networks, Computer Deep Learning Drug Development Computational Biology Humans Algorithms Pharmaceutical…”
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SEA-TS: Self-Evolving Agent for Autonomous Code Generation of Time Series Forecasting Algorithms par Xu, Longkun, Zhang, Xiaochun, Tuo, Qiantu, Li, Rui

Table des matières: “…, and diminishing returns from manual iteration. We propose Self-Evolving Agent for Time Series Algorithms (SEA-TS…”
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Relativistic Quantum Simulation of Hydrogen Sulfide for Hydrogen Energy via Hybrid Quantum-Classical Algorithms par Hwang, Chi-Chuan, Su, Cheng-Fang, Yang, Jung-Fan

Table des matières: “…-classical architecture. Using quantum algorithms based on Jordan-Wigner encoding and relativistic integrals…”
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Quantum Adaptive Search: A Hybrid Quantum-Classical Algorithm for Global Optimization of Multivariate Functions par Intoccia, G., Chirico, U., Di Cola, V. Schiano, Pepe, G., Cuomo, S.

Table des matières: “…. A quantum state encodes information about solution quality through an appropriate complex amplitude…”
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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design par You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Table des matières: “… and learnable auto-encoder module to enable trading the dominant high-cost data movements for lower-cost…”
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Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence under the Polyak--$Ł$ojasiewicz Condition par Xu, Lei, Yi, Xinlei, Sun, Jiayue, Shi, Yang, Johansson, Karl H., Yang, Tao

Table des matières: “… the required communication capacity, we introduce an encoder--decoder scheme. By integrating them…”
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A Full DAG Score-Based Algorithm for Learning Causal Bayesian Networks with Latent Confounders par Gonzales, Christophe, Valizadeh, Amir-Hosein

Table des matières: “…Causal Bayesian networks (CBN) are popular graphical probabilistic models that encode causal…”
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Secondary Bounded Rationality: A Theory of How Algorithms Reproduce Structural Inequality in AI Hiring par Xiao, Jia

Table des matières: “… systemic inequalities by encoding cultural and social capital disparities into algorithmic decision making…”
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CAFS: A Cache-Aware Frequency Sort for Low-Cardinality Integer Data on x86-64 par Shlyk, Vasiliy S.

Table des matières: “… of distinct group keys, and even a column-store scan typically operates on dictionary-encoded categorical…”
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EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm par Annamalai, Lakshmi, Thakur, Chetan Singh

Table des matières: “…-inspired AER-SNN object recognition solution, which includes a data encoder integrated with a First…”
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HYDRA: HYbrid knowledge Distillation and spectral Reconstruction Algorithm for high channel hyperspectral camera applications par Thirgood, Christopher, Mendez, Oscar, Ling, Erin, Storey, Jon, Hadfield, Simon

Table des matières: “… that learns mappings from natural images to the Teacher's encoded domain, alongside a novel training method…”
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Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm par Duan, Shiyu, Zhang, Runsheng, Chen, Mengmeng, Wang, Ziyi, Wang, Shixiao

Table des matières: “… pre-trained Transformer models for encoding and decoding. We define a markup language to describe UI…”
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Behavior and Representation in Large Language Models for Combinatorial Optimization: From Feature Extraction to Algorithm Selection par Da Ros, Francesca, Di Gaspero, Luca, Roitero, Kevin

Table des matières: “… whether such information is implicitly encoded within their hidden layers. The probing framework…”
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Addressing Discrete Dynamic Optimization via a Logic-Based Discrete-Steepest Descent Algorithm par Peng, Zedong, Lee, Albert, Neira, David E. Bernal

Table des matières: “…, the Logic-based Discrete-Steepest Descent Algorithm (LD-SDA), to solve Discrete Dynamic Optimization…”
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A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks par Long, Quan, Wang, Bin, Xue, Bing, Zhang, Mengjie

Table des matières: “… all the five datasets. The core contributions of GA-KAN include automated optimization, a new encoding…”
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NeSt-VR: An Adaptive Bitrate Algorithm for Virtual Reality Streaming over Wi-Fi par Casasnovas, Miguel, Maura, Ferran, Vandebroeck, Isjtar, Sukmawanto, Haryo, Joris, Eric, Bellalta, Boris

Table des matières: “… BitRate (ABR) algorithms dynamically adjust the encoded bitrate in response to varying network conditions…”
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Efficient Quantum Information-Inspired Ansatz for Variational Quantum Eigensolver Algorithm: Applications to Atomic Systems par Kalam, Abdul, Deb, Prasenjit, Sakurai, Akitada, Sahoo, B. K., Prasannaa, V. S., Das, B. P.

Table des matières: “… ansatz. The quantum information encoded in the target state helps us to design unique blocks and identify…”
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Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors par Ding, Xueying, Xi, Rui, Akoglu, Leman

Table des matières: “… the biases encoded in the data on which they are trained. To close this gap, this work aims to shed light…”
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