Qiurui ChenConfigure Rstudio Server with SSL on AWS EC2 (ARM)This story demonstrates how to secure and set up Rstudio Server on AWS EC2 ARM machine.Dec 4, 2021Dec 4, 2021
Qiurui CheninAnalytics VidhyaT5: a detailed explanationGiven the current landscape of transfer learning for NLP, Text-to-Text Transfer Transformer (T5) aims to explore what works best, and how…Jun 8, 2020Jun 8, 2020
Qiurui CheninTowards Data SciencePolicy gradient in multi-task/meta-learningWhen do you not need sequential decision making? when your system is making a single isolated decision (such as classification…May 16, 2020May 16, 2020
Qiurui CheninTowards Data ScienceBayesian meta-learningThis story covers the reason why we need Bayesian approaches, and how to implement and evaluate these approaches. It is a summary of the…May 16, 2020May 16, 2020
Qiurui CheninTowards Data ScienceNon-parametric meta-learningThis story covers non-parametric few-shot learning algorithms, which include siamese networks, matching networks, and prototypical…May 16, 2020May 16, 2020
Qiurui ChenBlack-Box Adaptation, Optimization-Based ApproachesThis story covers black-box Adaptation and optimization-Based Approaches. This story is a summary of the course ‘Stanford CS330…May 16, 2020May 16, 2020
Qiurui ChenMulti-task & Meta-learning basicsThis story will cover what is multi-task and meta-learning basics. For multi-task, this story will cover models, training steps…May 12, 20201May 12, 20201
Qiurui ChenThe neural approaches to Natural Language GenerationThis story includes 5 parts: introduction to natural language generation (NLG), decoding algorithms, NLG tasks, and neural approach to…May 12, 2020May 12, 2020
Qiurui ChenLanguage models and RNNThis story covers topics: Language models(LM) and RNN. In detail, for LM, this story goes from the N-gram language model to neural LM; for…May 12, 2020May 12, 2020
Qiurui ChenWord VectorsThis story main introduces word vectors. It covers word2vec, co-occurrence counts, Glove, and evaluation of word vectors. It’s the short…May 12, 2020May 12, 2020