Suyang LiinTowards Data ScienceMonte Carlo Approximation Methods: Which one should you choose and when?Is it Inverse Transformation, Random Walk Metropolis-Hastings, or Gibbs? An analysis focusing on the mathematical foundation, Python…12 min read·Aug 25, 2023--1--1
Suyang LiinTowards AIMachine Unlearning in 2023: Where We Are and Where It’s HeadedA summary of machine unlearning paradigms and methods, the motivation for machine unlearning, current challenges, and future outlook.6 min read·Jul 24, 2023--1--1
Suyang LiTop Machine Unlearning ReadsA sorted, constantly updated collection of literature on machine unlearning, from blogs to conference papers, from survey papers to…4 min read·Jul 20, 2023----
Suyang LiinTowards AIFrom Bits to Biology #1: Using LCS Algorithm for Global Sequence Alignment in Computational BiologyA step-by-step analysis of the Longest Common Subsequence problem and the Sequence Alignment problem with an explanation of their solutions…10 min read·Jul 19, 2023----