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

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation by Polar, Andrew, Poluektov, Michael

Table of Contents: “…The present paper introduces concurrency-driven enhancements to the training algorithm…”
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Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation by Li, Huanyu, Lei, Kun, Zang, Sheng, Hu, Kaizhe, Liang, Yongyuan, An, Bo, Li, Xiaoli, Xu, Huazhe

Table of Contents: “…Post-training algorithms based on deep reinforcement learning can push the limits of robotic models…”
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Space Filling Curves is All You Need: Communication-Avoiding Matrix Multiplication Made Simple by Georganas, Evangelos, Heinecke, Alexander, Dubey, Pradeep

Table of Contents: “…) algorithms that provably minimize data movement. The integration of CA-algorithms is seamless with compact…”
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Exposing Weaknesses of Large Reasoning Models through Graph Algorithm Problems by Zhang, Qifan, Ruan, Jianhao, Chen, Aochuan, Zeng, Kang, Chen, Nuo, Tang, Jing, Li, Jia

Table of Contents: “…, code, and common-sense reasoning remain limited. They lack long-context evaluation, offer insufficient…”
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On the Learning Dynamics of Two-layer Linear Networks with Label Noise SGD by Zhang, Tongcheng, Zhou, Zhanpeng, Wang, Mingze, Han, Andi, Huang, Wei, Suzuki, Taiji, Yan, Junchi

Table of Contents: “… inherent in gradient-based training algorithms. Motivated by empirical observations that training…”
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The DeepXube Software Package for Solving Pathfinding Problems with Learned Heuristic Functions and Search by Agostinelli, Forest

Table of Contents: “… heuristic search algorithms tailored to deep neural networks (DNNs). DeepXube is comprised of the latest…”
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Nexus-CAT: A Computational Framework to Define Long-Range Structural Descriptors in Glassy Materials from Percolation Theory by Perradin, Julien, Ispas, Simona, Hasmy, Anwar, Hehlen, Bernard

Table of Contents: “… trajectory files and identifying clusters via a Union-Find algorithm with path-compression. Four clustering…”
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Efficient Benchmarking Is Just Feature Selection and Multiple Regression by Bowyer, Sam, Locatelli, Acyr, Cao, Kris

Table of Contents: “…. Additionally, using an information-theoretic feature-selection algorithm called minimum redundancy maximum…”
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AMSR2 ASI sea ice concentration data, Arctic, version 5.4 (NetCDF) (July 2012 - December 2019) by Melsheimer, Christian, Spreen, Gunnar

Table of Contents: “… (IUP), is being retrieved with the ARTIST Sea Ice (ASI) algorithm, applied to microwave radiometer data…”
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AMSR2 ASI sea ice concentration data, Antarctic, version 5.4 (NetCDF) (July 2012 - December 2019) by Melsheimer, Christian, Spreen, Gunnar

Table of Contents: “… (IUP), is being retrieved with the ARTIST Sea Ice (ASI) algorithm, applied to microwave radiometer data…”
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Peridynamic Framework to Model Additive Manufacturing Processes by Christian Willberg, Jan‐Timo Hesse, Felix Winkelmann, Robert Hein

Table of Contents: “… the PD mesh‐free implementation, the study introduces a novel boundary detection algorithm…”
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Hybrid Computational Strategy for Predicting Complex Ligand–Metal Architectures by Galymzhan Moldagulov, Kisung Lee, Sanzhar Nurgaliyev, Assanali Salem, Anatolii Kuznietsov, Bartosz A. Grzybowski

Table of Contents: “… states. The algorithm's code is disclosed and can be readily deployed in RDKit via our RDMetallics python…”
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Hybrid Computational Strategy for Predicting Complex Ligand–Metal Architectures by Galymzhan Moldagulov, Kisung Lee, Sanzhar Nurgaliyev, Assanali Salem, Anatolii Kuznietsov, Bartosz A. Grzybowski

Table of Contents: “…) and different metals at different oxidation states. The algorithm's code is disclosed and can be readily…”
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Coded Data Rebalancing for Distributed Data Storage Systems with Cyclic Storage by Vaishya, Abhinav, Chandramouli, Athreya, Kale, Srikar, Krishnan, Prasad

Table of Contents: “… factor, or the non-uniformity of the storage at the nodes. This triggers a rebalancing algorithm…”
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Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging by Ghanekar, Bhargav, Khan, Salman Siddique, Sharma, Pranav, Singh, Shreyas, Boominathan, Vivek, Mitra, Kaushik, Veeraraghavan, Ashok

Table of Contents: “… an optimal coded pattern and the reconstruction algorithm in an end-to-end optimization setting. Our…”
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Automated Commit Message Generation with Large Language Models: An Empirical Study and Beyond by Xue, Pengyu, Wu, Linhao, Yu, Zhongxing, Jin, Zhi, Yang, Zhen, Li, Xinyi, Yang, Zhenyu, Tan, Yue

Table of Contents: “… on given code diffs, which facilitate collaboration among developers and play a critical role in Open…”
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DISCO: An End-to-End Bandit Framework for Personalised Discount Allocation by Zhang, Jason Shuo, Howson, Benjamin, Savva, Panayiota, Loh, Eleanor

Table of Contents: “…Personalised discount codes provide a powerful mechanism for managing customer relationships…”
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Spatial Reasoning and Planning for Deep Embodied Agents by Ishida, Shu

Table of Contents: “… from expert demonstrations. 2) SOAP, an RL algorithm that discovers options unsupervised for long…”
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Accelerating high-order continuum kinetic plasma simulations using multiple GPUs by Ho, Andrew, Vogman, Genia

Table of Contents: “… are then used to inform and evaluate the design of performance portable algorithms for a multiple graphics…”
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GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration by Li, Xin, Chu, Qizhi, Chen, Yubin, Liu, Yang, Liu, Yaoqi, Yu, Zekai, Chen, Weize, Qian, Chen, Shi, Chuan, Yang, Cheng

Table of Contents: “… algorithms via programming to generate solutions, and in case the coding agent does not work, the reasoning…”
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