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A Game Theoretic Approach for Optimizing Quantum Error Budget Distribution

Asif Akhtab Ronggon, Tasnuva Farheen

PDF3.2 MB
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Evolution of Lane-Changing Behavior in Mixed Traffic: A Quantum Game Theory Approach

Sungyong Chung, Tina Radvand, Alireza Talebpour

PDF1.1 MB
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Adaptive-Distribution Randomized Neural Networks for PDEs: A Low-Dimensional Distribution-Learning Framework

You Yang, Fei Wang

PDF3.4 MB
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PINNACLE: An Open-Source Computational Framework for Classical and Quantum PINNs

Shimon Pisnoy, Hemanth Chandravamsi, Ziv Chen, Aaron Goldgewert, Gal Shaviner, Boris Shragner, Steven H. Frankel

PDF16.4 MB
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FedSLoP: Memory-Efficient Federated Learning with Low-Rank Gradient Projection

Yutong He, Zhengyang Huang, Jiahe Geng

PDF797.4 KB
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Quantum Integrated High-Performance Computing: Foundations, Architectural Elements and Future Directions

Suman Raj, Siva Sai, Yogesh Simmhan, Kyle Chard, Rajkumar Buyya

PDF1.2 MB
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Geometry-Aware Offline-to-Online Learning in Linear Contextual Bandits

Zean Han, Ruihan Lin, Zezhen Ding, Jiheng Zhang

PDF12.1 MB
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Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics

Abhishek Sawaika, Durga Pritam Suggisetti, Udaya Parampalli, Rajkumar Buyya

PDF2.9 MB
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End-to-End Learning for Partially-Observed Time Series with PyPOTS

Wenjie Du, Yiyuan Yang, Tianxiang Zhan, Qingsong Wen

PDF422.7 KB
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Generalising maximum mean discrepancy: kernelised functional Bregman divergences

Russell Tsuchida, Frank Nielsen

PDF632.2 KB
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Breaking the Training Barrier of Billion-Parameter Universal Machine Learning Interatomic Potentials

Yuanchang Zhou, Hongyu Wang, Yiming Du, Yan Wang, Mingzhen Li, Siyu Hu, Xiangyu Zhang, Weijian Liu, Chen Wang, Zhuoqiang Guo, Long Wang, Jingde Bu, Yutong Lu, Guangming Tan, Weile Jia

PDF4.2 MB
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FreeScale: Distributed Training for Sequence Recommendation Models with Minimal Scaling Cost

Chenhao Feng, Haoli Zhang, Shakhzod Ali-Zade, Yanli Zhao, Liang Luo, Jennifer Cao, Lisen Deng, Siqiao Chen, Chenyu Zhao, Tristan Rice, Daniel Johnson, Min Si, Tiantu Xu, Yi Zhang, Siqi Yan, Chuanhao Zhuge, Min Ni, Bi Xue, Qunshu Zhang, Shen Li

PDF1.5 MB
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