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hello everyone welcome to my presentation my name is Sugar Wang itamp;#39;s my great honor to take participate in August 2023 now let me introduce our recent work on change Point detection with the neural online density ratio estimator the arm of the 20 point detection is to detect our abrupt changes in a different state of the time series measurement at a very fundamental problem in the field of statistic and Signal processing it had a very wide range of applications in medical monitoring it can be used to detect changes in Easy signals to monitor some operating diseases in speech recognization it helps segment some audio signals although itamp;#39;s a very useful tool in video analysis now letamp;#39;s formulate the change Point detection problem assuming there is time index tier versus a change in the statistical distribution of XT before TR and after tier XT is in two different distributions we said here is a change point the change Point detection problem consists of estimated