Search Results - Shi, Hao-Jun Michael

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  1. 1
    On the numerical performance of finite-difference-based methods for derivative-free optimization

    On the numerical performance of finite-difference-based methods for derivative-free optimization by Shi, Hao-Jun Michael, Qiming Xuan, Melody, Oztoprak, Figen, Nocedal, Jorge

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  2. 2
    Optimizing Quantization for Lasso Recovery

    Optimizing Quantization for Lasso Recovery by Xiaoyi Gu, Shenyinying Tu, Hao-Jun Michael Shi, Case, Mindy, Needell, Deanna, Plan, Yaniv

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  3. 3
    Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization

    Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization by Shi, Hao-Jun Michael, Xie, Yuchen, Xuan, Melody Qiming, Nocedal, Jorge

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  4. 4
    Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems

    Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems by Hao-Jun, Michael Shi, Mudigere, Dheevatsa, Naumov, Maxim, Yang, Jiyan

    Published in arXiv.org
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  5. 5
    A Noise-Tolerant Quasi-Newton Algorithm for Unconstrained Optimization

    A Noise-Tolerant Quasi-Newton Algorithm for Unconstrained Optimization by Hao-Jun, Michael Shi, Xie, Yuchen, Byrd, Richard, Nocedal, Jorge

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  6. 6
    A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale

    A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale by Hao-Jun, Michael Shi, Lee, Tsung-Hsien, Iwasaki, Shintaro, Gallego-Posada, Jose, Li, Zhijing, Kaushik Rangadurai, Mudigere, Dheevatsa, Rabbat, Michael

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  7. 7
    Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization

    Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization by Hao-Jun, Michael Shi, Xie, Yuchen, Xuan, Melody Qiming, Nocedal, Jorge

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  8. 8
    On the Numerical Performance of Derivative-Free Optimization Methods Based on Finite-Difference Approximations

    On the Numerical Performance of Derivative-Free Optimization Methods Based on Finite-Difference Approximations by Hao-Jun, Michael Shi, Xuan, Melody Qiming, Oztoprak, Figen, Nocedal, Jorge

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  9. 9
    A Primer on Coordinate Descent Algorithms

    A Primer on Coordinate Descent Algorithms by Hao-Jun, Michael Shi, Tu, Shenyinying, Xu, Yangyang, Yin, Wotao

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  10. 10
    A Progressive Batching L-BFGS Method for Machine Learning

    A Progressive Batching L-BFGS Method for Machine Learning by Bollapragada, Raghu, Mudigere, Dheevatsa, Nocedal, Jorge, Hao-Jun, Michael Shi, Tang, Ping Tak Peter

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  11. 11
    Optimizing quantization for Lasso recovery

    Optimizing quantization for Lasso recovery by Gu, Xiaoyi, Tu, Shenyinying, Hao-Jun, Michael Shi, Case, Mindy, Needell, Deanna, Plan, Yaniv

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  12. 12
    Practical Algorithms for Learning Near-Isometric Linear Embeddings

    Practical Algorithms for Learning Near-Isometric Linear Embeddings by Luo, Jerry, Shapiro, Kayla, Hao-Jun, Michael Shi, Yang, Qi, Zhu, Kan

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  13. 13
    Methods for Quantized Compressed Sensing

    Methods for Quantized Compressed Sensing by Hao-Jun, Michael Shi, Case, Mindy, Gu, Xiaoyi, Tu, Shenyinying, Needell, Deanna

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  14. 14
    Deep Learning Recommendation Model for Personalization and Recommendation Systems

    Deep Learning Recommendation Model for Personalization and Recommendation Systems by Naumov, Maxim, Mudigere, Dheevatsa, Hao-Jun, Michael Shi, Huang, Jianyu, Narayanan Sundaraman, Park, Jongsoo, Wang, Xiaodong, Gupta, Udit, Carole-Jean Wu, Azzolini, Alisson G, Dzhulgakov, Dmytro, Mallevich, Andrey, Cherniavskii, Ilia, Lu, Yinghai, Krishnamoorthi, Raghuraman, Yu, Ansha, Kondratenko, Volodymyr, Pereira, Stephanie, Chen, Xianjie, Chen, Wenlin, Rao, Vijay, Jia, Bill, Xiong, Liang, Smelyanskiy, Misha

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  15. 15
    Doxorubicin-loaded PLGA Microparticles with Internal Pores for Longacting Release in Pulmonary Tumor Inhalation Treatment

    Doxorubicin-loaded PLGA Microparticles with Internal Pores for Longacting Release in Pulmonary Tumor Inhalation Treatment by Tian-shi Feng 田华雨 Cai-na Xu Lin Lin Michael Hon-Wah Lam Hao-jun Liang Xue-si Chen

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  16. 16
    Photodynamic antimicrobial chemotherapy with the novel amino acid-porphyrin conjugate 4I: In vitro and in vivo studies

    Photodynamic antimicrobial chemotherapy with the novel amino acid-porphyrin conjugate 4I: In vitro and in vivo studies by Yuan, Yao, Liu, Zi-Quan, Jin, Heng, Sun, Shi, Liu, Tian-Jun, Wang, Xue, Fan, Hao-Jun, Hou, Shi-Ke, Ding, Hui

    Published in PloS one
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  17. 17
    Doxorubicin-loaded PLGA microparticles with internal pores for long-acting release in pulmonary tumor inhalation treatment

    Doxorubicin-loaded PLGA microparticles with internal pores for long-acting release in pulmonary tumor inhalation treatment by Feng, Tian-shi, Tian, Hua-yu, Xu, Cai-na, Lin, Lin, Lam, Michael Hon-Wah, Liang, Hao-jun, Chen, Xue-si

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