Résultats de la recherche - coding (algorithmics OR (algorithm OR (algorithmssssicsics OR Algorithmsssics)))

Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples par Choi, Hansung, Seo, Daewon

Table des matières: “… results indicate that our algorithm performs better than or is comparable to existing methods. All codes…”
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Artificial Intelligence in Number Theory: LLMs for Algorithm Generation and Ensemble Methods for Conjecture Verification par Saraeb, Ali

Table des matières: “…This paper presents two concrete applications of Artificial Intelligence to algorithmic…”
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Monopulse Parameter Estimation based on MIMO-STCA Radar in the Presence of Multiple Mainlobe Jammings par Wang, Huake, Zhang, Dongchang, Liao, Guisheng, Quan, Yinghui

Table des matières: “…, the four-channel adaptive beamforming (ABF) algorithm is proposed, which adds a delta-delta channel based…”
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Partial Weakly-Supervised Oriented Object Detection par Liu, Mingxin, Zhang, Peiyuan, Liu, Yuan, Zhang, Wei, Zhou, Yue, Liao, Ning, Gong, Ziyang, Luo, Junwei, Wang, Zhirui, Yu, Yi, Yang, Xue

Table des matières: “… comparably to, or even surpasses traditional semi-supervised algorithms. Our code will be made publicly…”
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EAT: QoS-Aware Edge-Collaborative AIGC Task Scheduling via Attention-Guided Diffusion Reinforcement Learning par Xu, Zhifei, Tang, Zhiqing, Lou, Jiong, Yao, Zhi, Xie, Xuan, Wang, Tian, Wang, Yinglong, Jia, Weijia

Table des matières: “… \underline{T}ask scheduling (EAT) algorithm. Specifically: 1) We segment AIGC tasks and schedule patches…”
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FLASH Viterbi: Fast and Adaptive Viterbi Decoding for Modern Data Systems par Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Table des matières: “…The Viterbi algorithm is a key operator for structured sequence inference in modern data systems…”
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FedPF: Accurate Target Privacy Preserving Federated Learning Balancing Fairness and Utility par Sun, Kangkang, Wu, Jun, Guo, Minyi, Li, Jianhua, Huang, Jianwei

Table des matières: “… protecting sensitive client data. We introduce a differentially private fair FL algorithm (FedPF…”
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Near Optimal Algorithms for Noisy $k$-XOR under Low-Degree Heuristic par Mao, Songtao

Table des matières: “… a recovery algorithm, and hence also a detection algorithm, for noisy $k$-XOR in the high-noise…”
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Revisiting Bayesian Variable Selection via Optimization par Duan, Leo L

Table des matières: “… following the 2019 Ridgecrest earthquakes. The source code for the algorithm is publicly available…”
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Deep‐Q‐Network hybridization with extended Kalman filter for accelerate learning in autonomous navigation with auxiliary security module par Carlos Daniel de Sousa Bezerra, Flávio Henrique Teles Vieira, Anderson da Silva Soares

Table des matières: “… simulator with code insertion in Python. The simulation results show that the EKF‐DQN algorithm accelerates…”
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Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models par Majumdar, Somshubra, Noroozi, Vahid, Samadi, Mehrzad, Narenthiran, Sean, Ficek, Aleksander, Ahmad, Wasi Uddin, Huang, Jocelyn, Balam, Jagadeesh, Ginsburg, Boris

Table des matières: “… Genetic-Instruct, a scalable algorithm for synthesizing large-scale, high quality coding instructions…”
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Understanding Defects in Generated Codes by Language Models par Esfahani, Ali Mohammadi, Kahani, Nafiseh, Ajila, Samuel A.

Table des matières: “…This study investigates the reliability of code generation by Large Language Models (LLMs…”
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A Combinatorial Approach to Avoiding Weak Keys in the BIKE Cryptosystem par Matthews, Gretchen L, McMillon, Emily

Table des matières: “…Bit Flipping Key Encapsulation (BIKE) is a code-based cryptosystem that was considered in Round 4…”
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Data Compression with Stochastic Codes par Flamich, Gergely, Gündüz, Deniz

Table des matières: “… coding but has never been quite sure what it is or how the algorithms fit together, we hope to illustrate…”
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Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data par Hoffman, Samuel C., Das, Payel, Shanmugam, Karthikeyan, Wadhawan, Kahini, Sattigeri, Prasanna

Table des matières: “…, we provide a simple algorithm that relies on perturbation experiments on latent codes of a pre…”
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The non-intrusive reduced basis two-grid method applied to sensitivity analysis par Grosjean, Elise, Simeon, Bernd

Table des matières: “… of these algorithms are however intrusive in the sense that the High-Fidelity (HF) code must be modified. To address…”
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New and improved bounds on the contextuality degree of multi-qubit configurations par Muller, Axel, Saniga, Metod, Giorgetti, Alain, de Boutray, Henri, Holweck, Frédéric

Table des matières: “…We present algorithms and a C code to reveal quantum contextuality and evaluate the contextuality…”
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Augmenting MRI scan data with real-time predictions of glioblastoma brain tumor evolution using faster exponential time integrators par Pabisz, Magdalena, Muñoz-Matute, Judit, Paszyński, Maciej

Table des matières: “…We present a MATLAB code for exponential integrators method simulating the glioblastoma tumor…”
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DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation par Wu, Xueqing, Zheng, Rui, Sha, Jingzhen, Wu, Te-Lin, Zhou, Hanyu, Tang, Mohan, Chang, Kai-Wei, Peng, Nanyun, Huang, Haoran

Table des matières: “… reward to intermediate code generation steps. Our DACO-RL algorithm is evaluated by human annotators…”
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Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models par Chae, Hyungjoo, Kim, Yeonghyeon, Kim, Seungone, Ong, Kai Tzu-iunn, Kwak, Beong-woo, Kim, Moohyeon, Kim, Seonghwan, Kwon, Taeyoon, Chung, Jiwan, Yu, Youngjae, Yeo, Jinyoung

Table des matières: “… and decompose them into a sequence of reasoning steps towards the solution. Such nature of algorithmic reasoning…”
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