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Automated machine learning pipeline for timeseries datasets utilizing point-based algorithms |
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Using hyperparameter predictors to improve accuracy of automatic machine learning model selection |
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Algorithm-specific neural network architectures for automatic machine learning model selection |
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Predicting machine learning or deep learning model training time |
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2022-08-30 |
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Dynamic channel selection in IEEE 802.11 networks |
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Gradient-based auto-tuning for machine learning and deep learning models |
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Assymetric allocation of SRAM and data layout for efficient matrix multiplication |
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Scalable and efficient distributed auto-tuning of machine learning and deep learning models |
Venkatanathan Varadarajan, Sam Idicula, Nipun Agarwal |
2021-09-14 |
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Matrix multiplication at memory bandwidth |
Arun Raghavan, Sam Idicula, Nipun Agarwal |
2019-12-31 |
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Memory management for sparse matrix multiplication |
Sam Idicula, Nipun Agarwal |
2019-10-22 |
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Data processing apparatus |
Sathya Jaganathan, Johannes Boonstra |
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I2C-bus interface with parallel operational mode |
— |
2012-09-11 |
