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Pages
About
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Posts
Tutorial: Build your first neural network from scratch
Published:
In this episode, we want to investigate a simple working neural network (NN) anatomically, without the use of any deep learning package. You might find it very interesting to design every single element that is essential to perform forward and backward propagation. Every piece of component can be put up together like playing a LEGO game!
LaTeX on Github Pages+minimal mistakes+MathJax
Published:
To have $\LaTeX$ equations on this website, which is run on Github Pages using Jekyll and AcademicPages (a fork of Minimal Mistakes), I had to make a few guesses, so here are the secrets.
music
Travel with Your Ears
Concert, Auditorium, Yuen Long Theatre, 2022
Featured Music: Solveig’s Song / Ich Liebe dich / Blue Danube / In a Persian Market / Mendelssohn Violin Concerto E Minor OP.64 / Elgar cello concerto.
Dans L’interminable Pas De La Danse
Concert, Wesleyan House, Wan Chai, 2023
Featured Mussic: The Cup of Life; Rondeau; Cavalerie Legere; Ombre Legere from Le Pardon de Ploermel; Medidation; Sicilienne; Elegie; Dolly; Les Miserables; L’amour est Bleu; Tout Gouter. For more information, visit here.
Hong Kong Youth Art Festival
Concert, Concert Hall, Hong Kong Cultural Centre, 2023
Featured Music:
HKGNA Concert
Concert, Jockey Club Auditorium, the Hong Kong Polythechnic University, 2023
Featured Music:
- A. Borodin-Polovetsian Dances from Prince Igor, Act II No. 8 and 17
- Russo-street music for harmonica and orchestra, 1st and 4th movement
- J. William Escapades for saxophone and orchestra
- L. Bernstein Symphonic Dances from Westside Story
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Online Inference in High-Dimensional Models
Published in to submit, 2023
Online statistical inference refers to an inferential method where, as data sequentially becomes available, it’s employed to update the model’s parameters at every step. This approach has broad applications in fields such as network security, quantitative finance, and recommendation systems, among others. In contrast to offline techniques where the entire dataset is used for training, online learning algorithms are anticipated to offer computational efficiency while still delivering statistical results that are comparable to their offline counterparts.
Recommended citation: Han, R., Luo, L., Luo, Y., Lin, Y., & Huang, J. (2023). Online Inference in High-dimensional Models. To submit.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
I am not teaching, would you teach me?
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.