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01/09/2023
Learning to compile smartly for program size reduction
Compiler optimization passes are an important tool for improving program...
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09/17/2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
Interest in applying Artificial Intelligence (AI) techniques to compiler...
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07/09/2021
Safe Exploration by Solving Early Terminated MDP
Safe exploration is crucial for the real-world application of reinforcem...
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10/30/2019
Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder
The increasing amount of data in astronomy provides great challenges for...
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10/20/2019
Bayesian Symbolic Regression
Interpretability is crucial for machine learning in many scenarios such ...
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08/15/2019
Adaptive Regularization of Labels
Recently, a variety of regularization techniques have been widely applie...
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01/23/2019
Robust Photogeometric Localization over Time for Map-Centric Loop Closure
Map-centric SLAM is emerging as an alternative of conventional graph-bas...
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11/30/2018