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

On the Definition of Velocity in Discrete-Time, Stochastic Langevin Simulations by Grønbech-Jensen, Niels

Table of Contents: “… statistically accurate discrete-time Verlet-type algorithms are inconsistent with the simulated configurational…”
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Exploring Unstructured Environments using Minimal Sensing on Cooperative Nano-Drones by Arias-Perez, Pedro, Gautam, Alvika, Fernandez-Cortizas, Miguel, Perez-Saura, David, Saripalli, Srikanth, Campoy, Pascual

Table of Contents: “…, but current multi-robot inspection algorithms are unsuitable for nano-drones due to their need for heavy…”
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Face Clustering via Early Stopping and Edge Recall by Liu, Junjie

Table of Contents: “… into account. Besides, developing unsupervised face clustering algorithms is crucial, which are more realistic…”
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LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning by Jiang, Jin, Yan, Yuchen, Liu, Yang, Wang, Jianing, Peng, Shuai, Cai, Xunliang, Cao, Yixin, Zhang, Mengdi, Gao, Liangcai

Table of Contents: “… LeetCode-style algorithm \underline{Pro}blems and their corresponding \underline{Pro}gram solutions…”
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On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning by Wang, Bokun, Lei, Yunwen, Ying, Yiming, Yang, Tianbao

Table of Contents: “… of our algorithm. Our code is available at https://github.com/bokun-wang/NUCLR. …”
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Toward Finding Strong Pareto Optimal Policies in Multi-Agent Reinforcement Learning by Le, Bang Giang, Ta, Viet Cuong

Table of Contents: “… learning problems with cooperative reward structures. We show that any algorithm where each agent only…”
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Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All by Soumalias, Ermis, Heiss, Jakob, Weissteiner, Jakob, Seuken, Sven

Table of Contents: “… machine learning (ML)-based preference elicitation algorithms that aim to elicit only the most critical…”
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Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems by Nguyen, Van Quang, Nguyen, Quoc Chuong, Dang, Thu Huong, Hy, Truong-Son

Table of Contents: “… to effectively guide the selection of local search operators, resulting in a hybrid algorithm. We name…”
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A Neighbor-based Approach to Pitch Ownership Models in Soccer by Mendes-Neves, Tiago, Meireles, Luís, Mendes-Moreira, João

Table of Contents: “… Neighbors (KNN) algorithm. Our approach provides a fast inference mechanism that can model different…”
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DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization by Liu, Xuefeng, Jiang, Songhao, Chen, Siyu, Yang, Zhuoran, Chen, Yuxin, Foster, Ian, Stevens, Rick

Table of Contents: “… learning algorithm to finetune a drug optimization LLM-based generative model, enhancing the original drug…”
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Counterfactual experience augmented off-policy reinforcement learning by Lee, Sunbowen, Gong, Yicheng, Deng, Chao

Table of Contents: “…Reinforcement learning control algorithms face significant challenges due to out-of-distribution…”
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Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing by Zhang, Fahong, Shi, Yilei, Zhu, Xiao Xiang

Table of Contents: “… and introduces a novel algorithm, the Global Collinearity-aware Polygonizer (GCP). GCP, built upon an instance…”
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Survey of Filtered Approximate Nearest Neighbor Search over the Vector-Scalar Hybrid Data by Lin, Yanjun, Zhang, Kai, He, Zhenying, Jing, Yinan, Wang, X. Sean

Table of Contents: “… of the search problem, insufficient framework for algorithm classification, and incomplete analysis of query…”
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A Machine Learning Based Explainability Framework for Interpreting Swarm Intelligence by Gupta, Nitin, Dutta, Bapi, Yadav, Anupam

Table of Contents: “…Swarm based optimization algorithms have demonstrated remarkable success in solving complex…”
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OptAgent: Optimizing Query Rewriting for E-commerce via Multi-Agent Simulation by Handa, Divij, Blincoe, David, Adams, Orson, Fu, Yinlin

Table of Contents: “… excel in verifiable tasks like coding and mathematics, where gold-standard solutions are available…”
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Three-dimensional narrow volume reconstruction method with unconditional stability based on a phase-field Lagrange multiplier approach by Gao, Renjun, Kong, Xiangjie, Cai, Dongting, Fu, Boyi, Yang, Junxiang

Table of Contents: “… readers to understand our algorithm, we share the computational codes and data in https://github.com…”
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Learning Intractable Multimodal Policies with Reparameterization and Diversity Regularization by Wang, Ziqi, Liu, Jiashun, Pan, Ling

Table of Contents: “…Traditional continuous deep reinforcement learning (RL) algorithms employ deterministic or unimodal…”
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FrontierCS: Evolving Challenges for Evolving Intelligence by Mang, Qiuyang, Chai, Wenhao, Li, Zhifei, Mao, Huanzhi, Zhou, Shang, Du, Alexander, Li, Hanchen, Liu, Shu, Chen, Edwin, Wang, Yichuan, Chu, Xieting, Cheng, Zerui, Xu, Yuan, Xia, Tian, Wang, Zirui, Shi, Tianneng, Yao, Jianzhu, Zhao, Yilong, Zhang, Qizheng, Ruan, Charlie, Shen, Zeyu, Liu, Kaiyuan, He, Runyuan, Xing, Dong, Li, Zerui, Zeng, Zirong, Jiang, Yige, Cheng, Lufeng, Zhao, Ziyi, Sun, Youran, Zheng, Wesley, Zhang, Meiyuwang, Ji, Ruyi, Tu, Xuechang, Zheng, Zihan, Chen, Zexing, Zhou, Kangyang, Wang, Zhaozi, Chen, Jingbang, Korolova, Aleksandra, Henderson, Peter, Viswanath, Pramod, Ganesh, Vijay, Xie, Saining, Liu, Zhuang, Song, Dawn, Min, Sewon, Stoica, Ion, Gonzalez, Joseph E., Shang, Jingbo, Cheung, Alvin

Table of Contents: “… direct answer. FrontierCS includes algorithmic problems, which are often NP-hard variants of competitive…”
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FedNSAM:Consistency of Local and Global Flatness for Federated Learning by Liu, Junkang, Shang, Fanhua, Tian, Yuxuan, Liu, Hongying, Liu, Yuanyuan

Table of Contents: “… global minima, which degrades the performance of the global model. Popular FL algorithms integrate…”
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Entangled happily ever after: Wedding reception seating mapped to classical and quantum optimizers by Nicholas, Karie A., Mulligan, Vikram Khipple

Table of Contents: “… (CFN) form solvable with classical or quantum optimization algorithms. We compared the seating…”
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