Risultati della ricerca - (coding OR encoding) (algorithmics OR (algorithm OR algorithm))

Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation di Li, Huanyu, Lei, Kun, Zang, Sheng, Hu, Kaizhe, Liang, Yongyuan, An, Bo, Li, Xiaoli, Xu, Huazhe

Sommario: “...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 di Georganas, Evangelos, Heinecke, Alexander, Dubey, Pradeep

Sommario: “...) 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 di Zhang, Qifan, Ruan, Jianhao, Chen, Aochuan, Zeng, Kang, Chen, Nuo, Tang, Jing, Li, Jia

Sommario: “..., 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 di Zhang, Tongcheng, Zhou, Zhanpeng, Wang, Mingze, Han, Andi, Huang, Wei, Suzuki, Taiji, Yan, Junchi

Sommario: “... 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 di Agostinelli, Forest

Sommario: “... 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 di Perradin, Julien, Ispas, Simona, Hasmy, Anwar, Hehlen, Bernard

Sommario: “... 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 di Bowyer, Sam, Locatelli, Acyr, Cao, Kris

Sommario: “.... 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) di Melsheimer, Christian, Spreen, Gunnar

Sommario: “... (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) di Melsheimer, Christian, Spreen, Gunnar

Sommario: “... (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 di Christian Willberg, Jan‐Timo Hesse, Felix Winkelmann, Robert Hein

Sommario: “... 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 di Galymzhan Moldagulov, Kisung Lee, Sanzhar Nurgaliyev, Assanali Salem, Anatolii Kuznietsov, Bartosz A. Grzybowski

Sommario: “... 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 di Galymzhan Moldagulov, Kisung Lee, Sanzhar Nurgaliyev, Assanali Salem, Anatolii Kuznietsov, Bartosz A. Grzybowski

Sommario: “...) and different metals at different oxidation states. The algorithm's code is disclosed and can be readily...”
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The muphyII Code: Multiphysics Plasma Simulation on Large HPC Systems di Allmann-Rahn, Florian, Lautenbach, Simon, Deisenhofer, Magnus, Grauer, Rainer

Sommario: “... of scales that exceeds any code's capabilities. To help address this problem, the muphyII code utilizes a...”
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Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars di Melcer, Daniel, Fulton, Nathan, Gouda, Sanjay Krishna, Qian, Haifeng

Sommario: “..., but come with no guarantee that their output code is syntactically correct. This paper contributes...”
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Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models di Chen, Yushuo, Tang, Tianyi, Xiang, Erge, Li, Linjiang, Zhao, Wayne Xin, Wang, Jing, Chai, Yunpeng, Wen, Ji-Rong

Sommario: “... optimization algorithms and code libraries have been proposed to improve it. Nonetheless, users still find...”
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Large Language Models for Tuning Evolution Strategies di Kramer, Oliver

Sommario: “... process of providing programming instructions, executing the corresponding code, and conducting thorough...”
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Annotating and Inferring Compositional Structures in Numeral Systems Across Languages di Rubehn, Arne, Rzymski, Christoph, Ciucci, Luca, van Dam, Kellen Parker, Kučerová, Alžběta, Bocklage, Katja, Snee, David, Stephen, Abishek, List, Johann-Mattis

Sommario: “.... For a proper comparison of numeral systems across different languages, however, it is important to code...”
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Quantum Error Correction Exploiting Degeneracy to Approach the Hashing Bound di Kasai, Kenta

Sommario: “... approaches, low-density parity-check codes over higher-order Galois fields have shown promising performance...”
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Simultaneous Rational Function Codes: Improved Analysis Beyond Half the Minimum Distance with Multiplicities and Poles di Abbondati, Matteo, Guerrini, Eleonora, Lebreton, Romain

Sommario: “... function codes by addressing two important scenarios: multiplicities and poles (zeros of denominators...”
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FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Image Compression di Murai, Shimon, Lin, Fangzheng, Katto, Jiro

Sommario: “... that must be built for rANS coding. This paper introduces a fast coding algorithm that entirely eliminates...”
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