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07/18/2023
qecGPT: decoding Quantum Error-correcting Codes with Generative Pre-trained Transformers
We propose a general framework for decoding quantum error-correcting cod...
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02/22/2023
Prediction of single well production rate in water-flooding oil fields driven by the fusion of static, temporal and spatial information
It is very difficult to forecast the production rate of oil wells as the...
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01/03/2023
Faster Approximate Dynamic Programming by Freezing Slow States
We consider infinite horizon Markov decision processes (MDPs) with fast-...
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04/27/2021
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning
Deep learning models in large-scale machine learning systems are often c...
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10/21/2019
Exploration via Sample-Efficient Subgoal Design
The problem of exploration in unknown environments continues to pose a c...
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11/16/2017