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Mengchu Li

I am a PhD student in the Warwick Maths and Stats CDT programme. I am interested in learning and using techniques that arise from high-dimensional statistics, algorithmic robust statistics, minimax theory and differential privacy analysis. Currently I am exploring the fundamental limits of change point detection problem under local differential privacy constraints.

Publication and preprints

Invited talks

June 2022: Network change point detection under local differential privacy. IMS Annual Meeting.

June 2022: Network change point detection under local differential privacy. ISNPS.

Nov 2021: Adversarial change point detection, YRM Seminar.

Jan 2021: Minimax rates in change point detection problems, SPAAM Seminar.

Teaching 

2021/2022 - Term 1: ST220 Introduction to Mathematical Statistics

2021/2022 - Term 2: ST221 Linear Statistical Modelling

2020/2021 - Term 1: ST220 Introduction to Mathematical Statistics

2020/2021 - Term 2&3: ST104 Statistical Laboratory

Software

I contributed to the R package changepoints.

Email:

mengchu.li@warwick.ac.uk

Office:

MSB 4.14