## Publications

**2014**

- W. Ding∗, M. H. Rohban∗, P. Ishwar, V. Saligrama, “
**Efficient Distributed Topic Modeling with Provable Guarantees**,” 17th International Conference on Artificial Intelligence and Statistics (AISTATS), 2014, (accepted, * equal contribution). - D. Motamedvaziri, V. Saligrama, M. H. Rohban, “
**Sparse Signal Recovery under Poisson Statistics for Online Marketing Applications**,” ICASSP 2014, (accepted).

**2013**

- W. Ding, M. H. Rohban, P. Ishwar, V. Saligrama, “
**Topic Discovery through Data Dependent and Random Projections**,” International Conference on Machine Learning (ICML), 2013 (oral presentation) arXiv:1303.3664 [stat.ML]. - M. H. Rohban, P. Ishwar, B. Orten, W. C. Karl, V. Saligrama, “
**An Impossibility Result for High Dimensional Supervised Learning**,” IEEE Information Theory Workshop, 2013 (accepted – to appear) arXiv:1301.6915 [stat.ML]. - W. Ding, M. H. Rohban, P. Ishwar, V. Saligrama, “
**A New Geometric Approach to Latent Topic Modeling and Discovery**,” ICASSP 2013, arXiv:1301.0858 [stat.ML]. - D. Motamedvaziri*, M. H. Rohban*, V. Saligrama, “
**Sparse Signal Recovery under Poisson Statistics**,” submitted to 51st Allerton Conference on Communication, Control, and Computing, 2013 (* equal contribution) arXiv:1307.4666 [math.ST].

**2012**

- H. S. Ayatollahi Tabatabaii, H. R. Rabiee, M. H. Rohban, M. Salehi, “
**Incorporating Betweenness Centrality in Compressive Sensing for Congestion Detection,”**arXiv:1301.5399 [cs.NI]. - A. Ghasemi, H. R. Rabiee, M. T. Manzuri, M. H. Rohban, “
**A Bayesian Approach to the Data Description Problem**,”*26th conference on Artificial Intelligence (AAAI)*, 2012. - N. Pourdamghani, H. R. Rabiee, F. Faghri, M. H. Rohban, “
**Graph Based Semi-Supervised Human Pose Estimation : When The Output Space Comes to Help**,”*Pattern Recognition Letters*, vol. 33, p.p 1529-1535, 2012. - M. H. Rohban, H. R. Rabiee, “
**Supervised Neighborhood Graph Construction for Semi-Supervised Learning**,”*Pattern Recognition*, vol. 45, p.p 1363-1372, 2012. - H. Asheri, H. R. Rabiee, M. H. Rohban, “
**Signal Extrapolation for Image and Video Error Concealment Using Gaussian Processes with Adaptive Non-Stationary Kernels**,”*IEEE Signal Processing Letters*, vol. 19, 2012. - M. H. Rohban, H. R. Rabiee, “
**Semi-Supervised Neighborhood Graph Construction using Metric Learning**,”*submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence*, 2012. - M. Mahdieh, M. Ghazvininejad, H. R. Rabiee, M. H. Rohban, “
**Geodesic Distance For Graph Construction in Semi-Supervised Learning**,”*submitted to Machine Learning (Springer)*, 2012.

**2011**

- M. Farajtabar, A. Shaban, H. R. Rabiee, M. H. Rohban, “
**Manifold Coarse Graining for Online Semi-Supervised Learning**,”*The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)*, 2011. - M. Ghazvininejad, M. Mahdieh, H. R. Rabiee, P. K. Roshan, M. H. Rohban, “
**Isograph : Neighborhood Graph Construction Based On Geodesic Distance for Semi-Supervised Learning**,”*IEEE International Conference on Data Mining (ICDM)*, 2011. - H. Asheri, A. Bayati, H. R. Rabiee, and M. H. Rohban, “
**Motion Vector Recovery With Gaussian Process Regression**,”*International Conference on Acoustics, Speech, and Signal Processing (ICASSP)*, 2011. - S. Khaleghian, H. R. Rabiee, and M. H. Rohban, “
**Face Recognition across Large Pose Variations Via Boosted Tied Factor Analysis**,”*IEEE Workshop on Applications of Computer Vision (WACV)*, 2011. - A. Ghasemi, H. R. Rabiee, M. Fadaee, M. T. Manzuri, M. H. Rohban, “
**Active Learning from Positive and Unlabeled Data**,”*ICDM Workshop on Optimization Based Methods for Emerging Data Mining Problems (OEDM)*, 2011. - A. Ghasemi, M. T. Manzuri, H. R. Rabiee, M. H. Rohban, S. Haghiri, “
**Active One-Class Learning by Kernel Density Estimation**,”*IEEE International Workshop on Machine Learning for Signal Processing (MLSP)*, 2011.

**2010-**

- H. Asheri, H. R. Rabiee, N. Pourdamghani, and M. H. Rohban, “
**A Gaussian Process Regression Framework for Spatial Error Concealment with Adaptive Kernels**,”*International Conference on Pattern Recognition (ICPR)*, 2010. - M. H. Rohban, H. R. Rabiee, and A. Vahdat, “
**Face Virtual Pose Generation using Aligned Locally Linear Regression for Face Recognition**,”*IEEE International Conference on Image Processing (ICIP)*, 2009. - M. Khansari, H. R. Rabiee, M. H. Rohban, and M. Ghanbari, “
**On The Search Window Updating for Occlusion Handling in Object Tracking Applications**,”*International Workshop on Computer Vision and Its Application to Image Media Processing*, Tokyo, 2009. - M. H. Rohban, H. R. Rabiee, and M. Khansari, “
**Face Virtual Pose Generation using Multi Resolution Subspaces**,”*International Symposium on Telecommunication (IST)*, Iran, 2008.