Sotabase

Career

· Founder, Viaduct

Publications (27)

Learning Structural Node Embeddings via Diffusion Wavelets
Knowledge Discovery and Data Mining · 2017
426
cited
Network Lasso: Clustering and Optimization in Large Graphs
Knowledge Discovery and Data Mining · 2015
304
cited
Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data
Knowledge Discovery and Data Mining · 2017
297
cited
Network Inference via the Time-Varying Graphical Lasso
Knowledge Discovery and Data Mining · 2017
217
cited
Driver identification using automobile sensor data from a single turn
2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) · 2016
116
cited
Greedy Gaussian segmentation of multivariate time series
Advances in Data Analysis and Classification · 2016
84
cited
Comparative efficacy of topical hemostatic agents in a rat kidney model.
American Journal of Surgery · 1992
51
cited
SnapVX: A Network-Based Convex Optimization Solver
Journal of machine learning research · 2015
25
cited
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data
International Conference on Intelligent Transportation Systems · 2018
21
cited
Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields
International Conference on Artificial Intelligence and Statistics · 2017
20
cited
Driver2vec: Driver Identification from Automotive Data
arXiv.org · 2021
12
cited
Distributed majorization-minimization for Laplacian regularized problems
IEEE/CAA Journal of Automatica Sinica · 2018
9
cited
CASC: Context-Aware Segmentation and Clustering for Motif Discovery in Noisy Time Series Data
arXiv.org · 2018
4
cited
MASA: Motif-Aware State Assignment in Noisy Time Series Data
2018
4
cited
Model Clustering via Group Lasso
2014
Supplementary Material for “ Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields ”
2017
Sotabase