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Academic report by Dr. Zhang Miao, assistant professor at Aalborg bet365 online sports betting live, Denmark

Source: Click: bet365 online sports betting live: November 08, 2022 14:50

Report bet365 online sports betting live:11Month 10No. (Thursday) afternoon4:00


Moderator: Wu Wei


Tencent bet365 online sports betting live number:105-419-272


Title:Automatic、Efficient、Research on interpretable bet365 online sports betting live construction


Abstract: With the development of deep learning and the explosive growth of data,Deep learning models are applied to different application scenarios。Most of the current deep learning models are mostly developed by experts based only on the performance of the model on tasks and data、Based on experience、Designed through repeated attempts。So the design of bet365 online sports betting live is cumbersome,Time-consuming and laborious;Model search calculation is complex,High dependence on hardware computing resources;And the model cannot be explained clearly,The reasoning process lacks intuitive explanation。Inspired by this,The applicant carries out basic theoretical research and engineering practice around deep learning models,Focus on the automation of bet365 online sports betting live construction、Three key scientific issues of high efficiency and interpretability,Research highlights include:1) Aiming at the cumbersome issues of bet365 online sports betting live design,Proposed an automated bet365 online sports betting live construction method,Easing the complex network design process;2) Searching computationally complex problems with bet365 online sports betting live neural networks,Proposed an efficient neural network structure search method,Improved search efficiency in low-configuration hardware environments;3) Aiming at the problem of unclear explanation of deep learning models,Designed explainable bet365 online sports betting live design,Clear the reasoning process and results。Thus automatically、Efficiently build interpretable deep learning models to adapt to different application scenarios。


Personal introduction: Zhang Miao,Doctor。Assistant Professor, School of Computer Science, Aalborg bet365 online sports betting live, Denmark。Mainly engaged in machine learning and artificial intelligence,Fields covered include automatic machine learning (AutoML)Deep bet365 online sports betting live,Bayesian Optimization,Knowledge distillation,Explainable Artificial Intelligence。Host and participated in many national scientific research projects in Europe and the United States,The research results have been applied to the U.S. Department of Defense、AustraliaAtCor Company、In Danish power system。Published more than 30 related papers,One of the works was published in CCF Class A conference or bet365 online sports betting live/ACM Transactions 10YuArticle, includingIEEE TPAMIICMLNeurIPSCVPRIJCAIetc.. long termICML, NeurIPS, ICLR, CVPR, ECCV, IJCAI, AAAI, bet365 online sports betting live TIP, bet365 online sports betting live TNNLS, PC Member or reviewer of top conferences and journals such as bet365 online sports betting live TKDE。


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