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