Search Results - (endedededededededededededededeDecoding OR coding) (algorithm OR (algorithmics OR algorithmssics))

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

Table of Contents: “… 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 by Saraeb, Ali

Table of Contents: “…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 by Wang, Huake, Zhang, Dongchang, Liao, Guisheng, Quan, Yinghui

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

Table of Contents: “… 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 by Xu, Zhifei, Tang, Zhiqing, Lou, Jiong, Yao, Zhi, Xie, Xuan, Wang, Tian, Wang, Yinglong, Jia, Weijia

Table of Contents: “… \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 by Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Table of Contents: “…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 by Sun, Kangkang, Wu, Jun, Guo, Minyi, Li, Jianhua, Huang, Jianwei

Table of Contents: “… 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 by Mao, Songtao

Table of Contents: “… 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 by Duan, Leo L

Table of Contents: “… 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 by Carlos Daniel de Sousa Bezerra, Flávio Henrique Teles Vieira, Anderson da Silva Soares

Table of Contents: “… 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 by Majumdar, Somshubra, Noroozi, Vahid, Samadi, Mehrzad, Narenthiran, Sean, Ficek, Aleksander, Ahmad, Wasi Uddin, Huang, Jocelyn, Balam, Jagadeesh, Ginsburg, Boris

Table of Contents: “… 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 by Esfahani, Ali Mohammadi, Kahani, Nafiseh, Ajila, Samuel A.

Table of Contents: “…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 by Matthews, Gretchen L, McMillon, Emily

Table of Contents: “…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 by Flamich, Gergely, Gündüz, Deniz

Table of Contents: “… 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 by Hoffman, Samuel C., Das, Payel, Shanmugam, Karthikeyan, Wadhawan, Kahini, Sattigeri, Prasanna

Table of Contents: “…, 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 by Grosjean, Elise, Simeon, Bernd

Table of Contents: “… 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 by Muller, Axel, Saniga, Metod, Giorgetti, Alain, de Boutray, Henri, Holweck, Frédéric

Table of Contents: “…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 by Pabisz, Magdalena, Muñoz-Matute, Judit, Paszyński, Maciej

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

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