Suchergebnisse - coding ((algorithmics OR algorithm) OR algorithmsssic)

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

Inhaltsangabe: “… 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 von Saraeb, Ali

Inhaltsangabe: “… 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 von Wang, Huake, Zhang, Dongchang, Liao, Guisheng, Quan, Yinghui

Inhaltsangabe: “… , 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 von Liu, Mingxin, Zhang, Peiyuan, Liu, Yuan, Zhang, Wei, Zhou, Yue, Liao, Ning, Gong, Ziyang, Luo, Junwei, Wang, Zhirui, Yu, Yi, Yang, Xue

Inhaltsangabe: “… 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 von Xu, Zhifei, Tang, Zhiqing, Lou, Jiong, Yao, Zhi, Xie, Xuan, Wang, Tian, Wang, Yinglong, Jia, Weijia

Inhaltsangabe: “… \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 von Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Inhaltsangabe: “… 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 von Sun, Kangkang, Wu, Jun, Guo, Minyi, Li, Jianhua, Huang, Jianwei

Inhaltsangabe: “… 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 von Mao, Songtao

Inhaltsangabe: “… 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 von Duan, Leo L

Inhaltsangabe: “… 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 von Carlos Daniel de Sousa Bezerra, Flávio Henrique Teles Vieira, Anderson da Silva Soares

Inhaltsangabe: “… 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 von Majumdar, Somshubra, Noroozi, Vahid, Samadi, Mehrzad, Narenthiran, Sean, Ficek, Aleksander, Ahmad, Wasi Uddin, Huang, Jocelyn, Balam, Jagadeesh, Ginsburg, Boris

Inhaltsangabe: “… 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 von Esfahani, Ali Mohammadi, Kahani, Nafiseh, Ajila, Samuel A.

Inhaltsangabe: “… 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 von Matthews, Gretchen L, McMillon, Emily

Inhaltsangabe: “… 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 von Flamich, Gergely, Gündüz, Deniz

Inhaltsangabe: “… 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 von Hoffman, Samuel C., Das, Payel, Shanmugam, Karthikeyan, Wadhawan, Kahini, Sattigeri, Prasanna

Inhaltsangabe: “… , 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 von Grosjean, Elise, Simeon, Bernd

Inhaltsangabe: “… 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 von Muller, Axel, Saniga, Metod, Giorgetti, Alain, de Boutray, Henri, Holweck, Frédéric

Inhaltsangabe: “… 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 von Pabisz, Magdalena, Muñoz-Matute, Judit, Paszyński, Maciej

Inhaltsangabe: “… 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 von Wu, Xueqing, Zheng, Rui, Sha, Jingzhen, Wu, Te-Lin, Zhou, Hanyu, Tang, Mohan, Chang, Kai-Wei, Peng, Nanyun, Huang, Haoran

Inhaltsangabe: “… 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 von 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

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