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

Synthetic graphs for link prediction benchmarking von Vlaskin, Alexey, Altmann, Eduardo G.

Inhaltsangabe: “… Predicting missing links in complex networks requires algorithms that are able to explore …”
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Learning to Hash for Recommendation: A Survey von Luo, Fangyuan, Chen, Yankai, Wu, Jun, Li, Tong, Yu, Philip S., Liu, Xue

Inhaltsangabe: “… as a promising solution to these issues by encoding high-dimensional data into compact hash codes. As a …”
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Versatile Ordering Network: An Attention-based Neural Network for Ordering Across Scales and Quality Metrics von Yu, Zehua, Zhang, Weihan, Pan, Sihan, Tao, Jun

Inhaltsangabe: “… optimization algorithms are developed. However, the optimization problems related to ordering are often …”
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ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation von Zhang, Ting, Yuan, Zhiqiang, Zhu, Yeshuang, Zhang, Jinchao

Inhaltsangabe: “… can be roughly divided into video matting algorithms and diffusion-based algorithms. The methods based …”
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Enhancing Path Planning Performance through Image Representation Learning of High-Dimensional Configuration Spaces von Jimenez, Jorge Ocampo, Suleiman, Wael

Inhaltsangabe: “… algorithm. Our approach involves conditioning the WGAN-GP with a forward diffusion process in a continuous …”
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Maximum Entropy Reinforcement Learning with Diffusion Policy von Dong, Xiaoyi, Cheng, Jian, Zhang, Xi Sheryl

Inhaltsangabe: “… online RL algorithms. Our code is available at https://github.com/diffusionyes/MaxEntDP.  …”
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HPSS: Heuristic Prompting Strategy Search for LLM Evaluators von Wen, Bosi, Ke, Pei, Sun, Yufei, Wang, Cunxiang, Gu, Xiaotao, Zhou, Jinfeng, Tang, Jie, Wang, Hongning, Huang, Minlie

Inhaltsangabe: “… Prompting Strategy Search (HPSS). Inspired by the genetic algorithm, HPSS conducts an iterative search …”
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Provable Quantum Algorithm Advantage for Gaussian Process Quadrature von Galvis-Florez, Cristian A., Farooq, Ahmad, Särkkä, Simo

Inhaltsangabe: “… The aim of this paper is to develop novel quantum algorithms for Gaussian process quadrature …”
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Offline Reinforcement Learning via Inverse Optimization von Dimanidis, Ioannis, Ok, Tolga, Esfahani, Peyman Mohajerin

Inhaltsangabe: “… algorithms and the experiments. The code is available at https://github.com/TolgaOk/offlineRLviaIO.  …”
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Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning von Garcin, Samuel, McInroe, Trevor, Castro, Pablo Samuel, Panangaden, Prakash, Lucas, Christopher G., Abel, David, Albrecht, Stefano V.

Inhaltsangabe: “… challenge for deep reinforcement learning agents. Actor-critic algorithms add further complexity …”
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Qutes: A High-Level Quantum Programming Language for Simplified Quantum Computing von Faro, Simone, Marino, Francesco Pio, Messina, Gabriele

Inhaltsangabe: “… \textbf{Qutes}, a high-level quantum programming language designed to simplify quantum algorithm …”
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DAPO: An Open-Source LLM Reinforcement Learning System at Scale von Yu, Qiying, Zhang, Zheng, Zhu, Ruofei, Yuan, Yufeng, Zuo, Xiaochen, Yue, Yu, Dai, Weinan, Fan, Tiantian, Liu, Gaohong, Liu, Lingjun, Liu, Xin, Lin, Haibin, Lin, Zhiqi, Ma, Bole, Sheng, Guangming, Tong, Yuxuan, Zhang, Chi, Zhang, Mofan, Zhang, Wang, Zhu, Hang, Zhu, Jinhua, Chen, Jiaze, Chen, Jiangjie, Wang, Chengyi, Yu, Hongli, Song, Yuxuan, Wei, Xiangpeng, Zhou, Hao, Liu, Jingjing, Ma, Wei-Ying, Zhang, Ya-Qin, Yan, Lin, Qiao, Mu, Wu, Yonghui, Wang, Mingxuan

Inhaltsangabe: “… }$) algorithm, and fully open-source a state-of-the-art large-scale RL system that achieves 50 points on AIME …”
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FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning von Liao, Dongping, Gao, Xitong, Xu, Yabo, Xu, Chengzhong

Inhaltsangabe: “… distributional shifts. We open-source the code for all implemented algorithms in FLIP to facilitate further …”
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Imbalanced malware classification: an approach based on dynamic classifier selection von Souza, J. V. S., Vieira, C. B., Cavalcanti, G. D. C., Cruz, R. M. O.

Inhaltsangabe: “… and ensemble methods, focusing on dynamic selection algorithms, which have shown superior performance compared …”
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A decomposition structure of resonance graphs that are daisy cubes von Che, Zhongyuan, Chen, Zhibo

Inhaltsangabe: “… with a proper labelling for the vertex set of $R(G)$. An algorithm is obtained to generate a proper …”
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Asynchronous Multi-Object Tracking with an Event Camera von Apps, Angus, Wang, Ziwei, Perejogin, Vladimir, Molloy, Timothy, Mahony, Robert

Inhaltsangabe: “… detection and tracking algorithms by over 37%. Source code and the labelled event Bee Swarm Dataset …”
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Toward Fair Federated Learning under Demographic Disparities and Data Imbalance von Wu, Qiming, Li, Siqi, Zhou, Doudou, Liu, Nan

Inhaltsangabe: “… , but remains vulnerable to both algorithmic bias and subgroup imbalance - particularly when multiple sensitive …”
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Joint-stochastic-approximation Autoencoders with Application to Semi-supervised Learning von He, Wenbo, Ou, Zhijian

Inhaltsangabe: “… problems. First, their capability in handling discrete observations and latent codes is unsatisfactory …”
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LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation von Garibli, Nadine, Patwari, Mayank, Csiba, Bence, Wei, Yi, Sidiropoulos, Kostantinos

Inhaltsangabe: “… , and allows any registration and semi-automatic segmentation algorithm to be repurposed for the task. We …”
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Core detection via Ricci curvature flows on weighted graphs von Zhao, Juan, Ma, Jicheng, Yang, Yunyan, Zhao, Liang

Inhaltsangabe: “… centrality and closeness centrality. The codes for our algorithms are available at https://github.com/12 …”
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