Search Results - coding (Algorithm OR Algorithmic)

Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning by Balef, Amir Rezaei, Vernade, Claire, Eggensperger, Katharina

Table of Contents: “…The Combined Algorithm Selection and Hyperparameter optimization (CASH) is a challenging resource…”
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Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs by Lyu, Zhiyi, Huang, Jianguo, Deng, Yanchen, Hoi, Steven, An, Bo

Table of Contents: “…Large Language Models (LLMs) with inference-time scaling techniques show promise for code…”
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Seasons's Greetings by AD by Naumann, Uwe

Table of Contents: “…We use Algorithmic Differentiation (AD) to implement type-generic tangent and adjoint versions…”
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Towards Classical Software Verification using Quantum Computers by Issel, Sebastian, Tscharke, Kilian, Debus, Pascal

Table of Contents: “… of such errors, we try to verify that no such flaws exist. In our approach, for some code snippet and undesired…”
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Step-based checkpointing with high-level algorithmic differentiation by Maddison, James R.

Table of Contents: “…Automated code generation allows for a separation between the development of a model, expressed via…”
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Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities by Wang, Hanbin, Zhou, Xiaoxuan, Xu, Zhipeng, Cheng, Keyuan, Zuo, Yuxin, Tian, Kai, Song, Jingwei, Lu, Junting, Hu, Wenhui, Liu, Xueyang

Table of Contents: “…: HumanEval-V, Algorithm, and MATH, which evaluate MLLMs' coding abilities across basic programming…”
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Can Language Models Solve Graph Problems in Natural Language? by Wang, Heng, Feng, Shangbin, He, Tianxing, Tan, Zhaoxuan, Han, Xiaochuang, Tsvetkov, Yulia

Table of Contents: “… correlations in graph and problem settings. We then propose Build-a-Graph Prompting and Algorithmic Prompting…”
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LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition by Dibbo, Sayanton V., Moore, Juston S., Kenyon, Garrett T., Teti, Michael A.

Table of Contents: “…, previous work developed neuro-inspired convolutional neural networks (CNNs) with sparse coding via…”
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Greedy Poisson Rejection Sampling by Flamich, Gergely

Table of Contents: “… single sample from a target distribution $Q$ using a coding distribution $P$ using as few bits…”
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CFD Code Parallelization on GPU and the Code Portability by Ivan Tomanović, Srdjan Belošević, Aleksandar Milićević, Nenad Crnomarković, Andrijana Stojanović, Lei Deng, Defu Che

Table of Contents: “… AbstractGoal of this paper is to develop a fully functional parallel Computational Fluid Dynamics (CFD) code…”
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POPDG: Popular 3D Dance Generation with PopDanceSet by Luo, Zhenye, Ren, Min, Hu, Xuecai, Huang, Yongzhen, Yao, Li

Table of Contents: “… Augmentation Algorithm, strengthens spatial physical connections between human body joints, ensuring…”
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SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent by Ji, Jiarui, Li, Yang, Liu, Hongtao, Du, Zhicheng, Wei, Zhewei, Shen, Weiran, Qi, Qi, Lin, Yankai

Table of Contents: “… the feasibility and effectiveness of the SRAP-Agent and employ the Policy Optimization Algorithm with certain…”
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Online Sparse Synthetic Aperture Radar Imaging by Flynn, Conor, Ivanov, Radoslav, Yazici, Birsen

Table of Contents: “…, the Online Fast Iterative Shrinkage-Thresholding Algorithm (Online FISTA), which incrementally reconstructs a…”
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WEIGHTS ESTIMATION BY FIREFLY WITH PREDATION OPTIMIZATION FOR ENSEMBLE PRECIPITATION PREDICTION USING BRAMS by Eduardo F. P. da Luz

Table of Contents: “…. The metaheuristic Firefly Algorithm with Predation (FAP) is used to compute the best weights. The method is applied…”
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Industrial LLM-based Code Optimization under Regulation: A Mixture-of-Agents Approach by Ashiga, Mari, Voskanyan, Vardan, Dinmohammadi, Fateme, Gong, Jingzhi, Brookes, Paul, Truscott, Matthew, Giavrimis, Rafail, Basios, Mike, Kanthan, Leslie, Jie, Wei

Table of Contents: “…Recent advancements in Large Language Models (LLMs) for code optimization have enabled industrial…”
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PromptSet: A Programmer's Prompting Dataset by Pister, Kaiser, Paul, Dhruba Jyoti, Brophy, Patrick, Joshi, Ishan

Table of Contents: “… by the integration of the same complex systems into application level logic. Algorithms, programs, systems…”
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In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics by van Stein, Niki, Vermetten, Diederick, Bäck, Thomas

Table of Contents: “… Algorithm) framework with a Hyper-Parameter Optimization (HPO) procedure in the loop. By offloading hyper…”
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Sensitivity calculation for Monte Carlo particle simulations of neutrals in the plasma edge by Niels Horsten, Stefano Carli, Wouter Dekeyser

Table of Contents: “… Horsten Stefano Carli Wouter Dekeyser Contributions to Plasma Physics AbstractAlgorithmic differentiation…”
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Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice by Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Table of Contents: “… for sensing and actuation in robotic systems. Algorithms and code implementing both learning agents…”
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Optimization of Coulomb Energies in Gigantic Configurational Spaces of Multi-Element Ionic Crystals by Köster, Konstantin, Binninger, Tobias, Kaghazchi, Payam

Table of Contents: “… Monte Carlo and Genetic Algorithms. The presented optimization package, GOAC (Global Optimization…”
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