I am a Machine Learning Scientist with 10 years of combined experience in industry and academia. Specifically, I have worked on many different types of data ranging from video and images to text documents and financial time series. My expertise includes development of various types of Machine Learning and Data Analysis tasks, such as Classification, Clustering, Latent Variable Modeling, and Multi-task Learning.
Multiresolution Knowledge Distillation for Anomaly Detection
M. Salehi,N. Sadjadi,S. Baselizadeh,M.H. RohbanandH.R. Rabiee
2021
IEEE
ARAE: Adversarially robust training of autoencoders improves novelty
M. Salehi,A. Arya,B. Pajoum,M. Otoofi,A. Shaeiri,M.H. RohbanandH.R. Rabiee
2021
Elsevier
Isograph: Neighbourhood Graph Construction Based On Geodesic Distance For Semi-Supervised Learning
M. Ghazvininejad,M. Mahdieh,H.R. Rabiee,P.K. RoshanandM.H. Rohban
2011
IEEE
Manifold Coarse Graining for Online Semi-Supervised Learning
M. Farajtabar,A. Shaban,H.R. RabieeandM.H. Rohban
2011
Springer Link
Motion Vector Recovery With Gaussian Process Regression
H. Asheri,A. Bayati,H.R. RabieeandM.H. Rohban
2011
IEEE
Face Recognition across Large Pose Variations Via Boosted Tied Factor Analysis
S. Khaleghian,H.R. RabieeandM.H. Rohban
2011
IEEE
Face Virtual Pose Generation using Aligned Locally Linear Regression for Face Recognition
M.H. Rohban,H.R. RabieeandA. Vahdat
2009
None
Generation of Video Indexes with Gaussian Mixture Models
A. Roozgard,H.R. RabieeandM.H. Rohban
2009
None
Incorporating Betweenness Centrality in Compressive Sensing for congestion detection
H. Ayatollahi,H.R. Rabiee,M.H. RohbanandM. Salehi
2013
IEEE
A Bayesian Approach to the Data Description Problem
A. Ghasemi,H.R. Rabiee,M.T. ManzuriandM.H. Rohban
2012
AAAI Press
Graph Based Semi-Supervised Human Pose Estimation: When The Output Space Comes to Help
N. Pourdamghani,H.R. Rabiee,F. FaghriandM.H. Rohban
2012
Elsevier
Signal Extrapolation for Image and Video Error Concealment Using Gaussian Processes With Adaptive Nonstationary Kernels
H. Asheri,H.R. RabieeandM.H. Rohban
2012
IEEE
Supervised neighborhood graph construction for semi-supervised classification
M.H. RohbanandH.R. Rabiee
2012
Elsevier
Active one-class learning by kernel density estimation
A. Ghasemi,M.T. Manzuri,H.R. Rabiee,M.H. RohbanandS. Haghiri
2011
IEEE
Active Learning from Positive and Unlabeled Data
A. Ghasemi,H.R. Rabiee,M. Fadaee,M.T. ManzuriandM.H. Rohban
2011
IEEE
A Gaussian Process Regression Framework for Spatial Error Concealment with Adaptive Kernels
H. Asheri,H.R. Rabiee,N. PourdamghaniandM.H. Rohban
