Search Results - coding (algorithmicsics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

TorchCP: A Python Library for Conformal Prediction by Huang, Jianguo, Song, Jianqing, Zhou, Xuanning, Jing, Bingyi, Wei, Hongxin

Table of Contents: “… or sets with guaranteed coverage probability. While CP algorithms have evolved beyond traditional…”
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FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning by Tamirisa, Rishub, Xie, Chulin, Bao, Wenxuan, Zhou, Andy, Arel, Ron, Shamsian, Aviv

Table of Contents: “… (PFL) - a class of FL algorithms aiming to personalize learned global knowledge to better suit…”
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ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze by Xuan, Chunyu, Niu, Yazhe, Pu, Yuan, Hu, Shuai, Liu, Yu, Yang, Jing

Table of Contents: “…Monte Carlo Tree Search (MCTS)-based algorithms, such as MuZero and its derivatives, have achieved…”
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pyLOM: A HPC open source reduced order model suite for fluid dynamics applications by Eiximeno, Benet, Miró, Arnau, Begiashvili, Beka, Valero, Eusebio, Rodriguez, Ivette, Lehmkuhl, Oriol

Table of Contents: “… of the code that cannot be parallelized) of these algorithms is under 10% for the strong scaling and under 0.7…”
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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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