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…Aug 25, 20231Aug 25, 20231
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.Jul 24, 20231Jul 24, 20231
Suyang LiTop Machine Unlearning ReadsA sorted, constantly updated collection of literature on machine unlearning, from blogs to conference papers, from survey papers to…Jul 20, 2023Jul 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…Jul 19, 2023Jul 19, 2023