Harald Melin (Preferred)
Harald Melin
PhD student, KTH Royal Institute of Technology
Joined
September 2021
Names
Emails
****@kth.se (Confirmed)
Personal Links
Career & Education History
PhD student
KTH Royal Institute of Technology (kth.se)
2022 – Present
Researcher
Memorial Sloan Kettering Cancer Centre (mskcc.org)
2023 – 2023
Researcher
KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)
2021 – 2022
MS student
KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)
2019 – 2021
Undergrad student
Uppsala University (uu.se)
2014 – 2017
Researcher
Karolinska Institutet, Stockholm, Sweden (ki.se)
2014 – 2014
Advisors, Relations & Conflicts
Coworker
Andrew McPherson
2023 – 2023
Expertise
DNA
, RNA
, mRNA
, cancer
, metastasis
Present
Stochastic differential equations
, Flow matching
, score matching
2024 – Present
Topic models
, variational inference
2022 – Present
Conjugate-exponential models
, variational inference
, mean-field
, coordinate ascent variational inference
, natural gradients
2022 – Present
Phylogenetics
, bayesian inference
2021 – Present
Tumor evolution
, phylogenetics
, clonal evolution
, machine learning
2021 – Present
Probabalistic machine learning
, variational inference
, variational autoencoders
2020 – Present
Variational Inference
, Black-Box Variational Inference
, REINFORCE
, Reparameterization trick
, Control variates
2020 – Present