HanbaekLyu
Assistant Professor, Dept. of Math., UW-Madison, Institute for Foundations of Data Science
UW-Madison Math & IFDS
Pinned Repositories
BMM-DR
Block Coordinate Descent with Diminishing Radius (implemented for tensor CP factorization)
Math156_UCLA_SP21
Repository for Math 156 Machine Learning at UCLA in Spring 2021 (Instructor: Hanbaek Lyu)
Math444_GNiDS
Math 444: Graphs and Networks in Data Science
motif_sampling
Algorithms for motif sampling from networks and computing CHD profiles
NDL_paper
Network Dictionary Learning repository for generating figures in the paper
NNetwork
Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalable sampling and searching algorithms
OnlineCPDL
Online CP-Dictionary Learning algorithm
ONMF-COVID19
Time series applications of ONMF/ONTF on COVID19 data sets
ONMF_ONTF_NDL
Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images
RNN_NMF_chatbot
Topic-aware chatbot based on RNN seq2seq model and NMF-based topic baising
HanbaekLyu's Repositories
HanbaekLyu/ONMF_ONTF_NDL
Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images
HanbaekLyu/Math156_UCLA_SP21
Repository for Math 156 Machine Learning at UCLA in Spring 2021 (Instructor: Hanbaek Lyu)
HanbaekLyu/NNetwork
Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalable sampling and searching algorithms
HanbaekLyu/ONMF-COVID19
Time series applications of ONMF/ONTF on COVID19 data sets
HanbaekLyu/NDL_paper
Network Dictionary Learning repository for generating figures in the paper
HanbaekLyu/RNN_NMF_chatbot
Topic-aware chatbot based on RNN seq2seq model and NMF-based topic baising
HanbaekLyu/motif_sampling
Algorithms for motif sampling from networks and computing CHD profiles
HanbaekLyu/OnlineCPDL
Online CP-Dictionary Learning algorithm
HanbaekLyu/BMM-DR
Block Coordinate Descent with Diminishing Radius (implemented for tensor CP factorization)
HanbaekLyu/Math444_GNiDS
Math 444: Graphs and Networks in Data Science
HanbaekLyu/TDL
Temporal Dictionary Learning
HanbaekLyu/Modeling-ONMF
Time-series prediction by combining modeling and ONMF based prediction
HanbaekLyu/RONMF
Robust Online NMF
HanbaekLyu/SRMM
Stochastic Regularized Majorization-Minimization
HanbaekLyu/subgraph_mining
Randomized algorithm for finding isomorphic copies of a motif inside a given world graph using MCMC motif sampling
HanbaekLyu/BA
Repository for simulating various extensions of Ballistic Annihilation
HanbaekLyu/FCA
Firefly Cellular Automata
HanbaekLyu/parking_processes