Presentation, Poster presentation, EGU, Vienna, Austria
This is a poster presentation at EGU 2024. The talk is about aggregation of machine learning and parameterizations for gravity wave momentum flux reconstruction. The poster can be found here.
Talk, Seminar, Institute of Technology of Cambodia, Phnom Penh, Cambodia
This talk aims at providing key concepts of Machine Learning through real examples. Linear models in regression and classification are introduced along with some tasks. Some gradient-based optimization and penalization techniques are also discussed from Linear Regression to Deep Neural Networks. The slide can be found here: Introduction to Machine Learning. For those who want to play with the codes, you can find jupyter notebook of the simulation here: Teaching repository.
Talk, Seminar, University of Mainz, Germany
The talk took place at the SCALES conference from 26th to 30th June 2023 in Mainz, Germany. It is about reconstructing GWMFs observed by super-pressure balloons of Stratéole-2 campaign using ML and the description of large-scale flow from ERA5. It is the first part of my Postdoctoral research in atmospheric science. The slide can be found here.
Talk, Graduate School of Science-RUPP, Online
The talk is about a mathematical model of data compression known as Vector Quantization and its algorithmic adaptation, the well-known K-means algorithm. The goal of this talk is to show how the mathematical theories of vector quantization model became the fundamental structure of K-means clustering algorithm. The slide can be found here.
Talk, FPB, Online
Forum for Pushing the Boundary (FPB) is a group of Cambodian scholars, creating with a purpose of sharing knowledge around Math, Sciences and general topics to Cambodian students. Here, I share one talk with them about ML. The slide can be found (here).
Talk, JDS 2021, Online, France
More information about Journées de Statistique 2021. The talk was about my research topic of a kernel-based aggregation method for regression. The slide can be found here.
Talk, 4th edition of Digital French-German Summer School with Industry 2020, Online summer school
It was an online summer school. The talk was about the applications of KFC procedure on the domain of energy. More information about the summer school can be found here. The video of the talk can be found here.
Presentation, a short course at Institut de Technologie du Cambodge (ITC), Phnom Penh, Cambodia
It was a mission in Cambodia. I gave a short course of introduction to machine learning at Institut de Technologie du Cambodge (ITC).
Talk, 8th Meeting of Young Statisticians, Porquerolle, France
More information about “8th Meeting of Young Statisticians”.