Harald Melin

PhD student, KTH Royal Institute of Technology

  • Joined September 2021

Names

Harald Melin (Preferred)

Emails

****@kth.se (Confirmed)

Career & Education History

PhD student
KTH Royal Institute of Technology (kth.se)
2022Present
 
Researcher
Memorial Sloan Kettering Cancer Centre (mskcc.org)
20232023
 
Researcher
KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)
20212022
 
MS student
KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)
20192021
 
Undergrad student
Uppsala University (uu.se)
20142017
 
Researcher
Karolinska Institutet, Stockholm, Sweden (ki.se)
20142014
 

Advisors, Relations & Conflicts

PhD Advisor
2022Present
 
Coworker
2022Present
 
Coworker
2022Present
 
Coworker
20232023
 
Coworker
Andrew McPherson
20232023
 

Expertise

DNA, RNA, mRNA, cancer, metastasis
Present
 
Stochastic differential equations, Flow matching, score matching
2024Present
 
Topic models, variational inference
2022Present
 
Conjugate-exponential models, variational inference, mean-field, coordinate ascent variational inference, natural gradients
2022Present
 
Phylogenetics, bayesian inference
2021Present
 
Tumor evolution, phylogenetics, clonal evolution, machine learning
2021Present
 
Probabalistic machine learning, variational inference, variational autoencoders
2020Present
 
Variational Inference, Black-Box Variational Inference, REINFORCE, Reparameterization trick, Control variates
2020Present