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[22] Ali Jalali and
Sujay Sanghavi, ``A New Greedy
Algorithm for Multiple Sparse Regression,'' 2013. (CODE)
[21] Ali Jalali, Santanu Kolay, Peter Foldes and Ali Dasdan, ``Scalable Audience Reach
Estimation in Real-time Online Advertising,'' 2013.
[20] Kuang-Chih Lee, Ali Jalali and Ali Dasdan, ``Real Time Bid Optimization with
Smooth Budget Delivery in Online Advertising,'' 2013.
[19] Ali Jalali, Javad
Azimi, Xiaoli Fern and Ruofei (Bruce) Zhang, ``Exploration vs
Exploitation in Bayesian Optimization,'' 2013.
[18] Ali Jalali and
Nathan Srebro, ``Clustering
using Max-norm Constrained Optimization,'' ICML, 2012. (CODE) (Poster)
[17] Ali Jalali and
Sujay Sanghavi, ``Learning the
Dependence Graph of Time Series with Latent Factors,'' ICML, 2012.
(CODE) (Poster)
[16] Javad Azimi, Ali
Jalali and Xiaoli Fern, ``Hybrid
Batch Bayesian Optimization,'' ICML, 2012. (Poster)
[15] Christopher
Johnson, Ali Jalali and Pradeep Ravikumar, ``High-dimensional Sparse Inverse
Covariance Estimation using Greedy Methods,'' AI STAT, 2012 (Oral
Presentation) (Poster) (Slides)
[14] Ali Jalali,
Christopher Johnson and Pradeep Ravikumar, ``On Learning Discrete Graphical
Models Using Greedy Methods,'' NIPS, 2011. (Spotlight)
[13] Ali Jalali,
Yudong Chen, Sujay Sanghavi and Huan Xu, ``Clustering Partially Observed
Graphs via Convex Optimization,'' ICML, 2011 (Oral
Presentation). (Poster) (Slides)
[12] Yudong Chen, Ali
Jalali, Sujay Sanghavi and Constantine Caramanis, ``Low-Rank Matrix Recovery From
Errors and Erasures,'' ISIT, 2011. (Slides)
[11] Ali Jalali,
Pradeep Ravikumar, Vishvas Vasuki and Sujay Sanghavi, ``On
Learning Discrete Graphical Models using Group-Sparse Regularization,''
AI STAT, 2011. (Poster)
[10] Ali Jalali,
Pradeep Ravikumar, Sujay Sanghavi and Chao Ruan,
``A Dirty Model for Multitsak Learning,'' NIPS, 2010 (Oral Presentation) (CODE). (Poster) (Slides) --- Journal Version: IEEE Transaction
on Information Theory, 2013.
[9] Ali Jalali and Sujay
Sanghavi, ``Graph Clustering via Convex Optimization,'' Information
Theory Workshop, San Diego, CA, 2010 (invited).
[8] Ali Jalali and
David Love, ``Closed-Form
Expression for Optimal Two-User MIMO Unitary Precoding,''
IEEE Communications Letters, vol. 13, pp. 251-253, 2009.
[7] Ali Jalali, David
Love, Sujay Sanghavi and Bertrand Hochwald,
``Conferencing
on Trees,'' Conference on Information Sciences and Systems
(CISS'09), Baltimore, MD, Mar. 18 - Mar. 20, 2009.
[6] Chun-Kin Au-Yeung, Ali Jalali and David Love, ``Insights
into feedback and feedback signaling for beamformer
design,'' in UCSD Information Theory and Applications Workshop, La
Jolla, CA, 2009. (invited)
[5] Hossein Ravanbod
and Ali Jalali, ``Configurable
ultrasonic flaw classification of oil pipelines,'' Part II: Feature
Extraction, Classification and Error Verification, Nondestructive
Testing and Evaluation, Vol. 23, pp. 77-88, June 2008.
[4] Hossein Ravanbod
and Ali Jalali, ``Configurable
ultrasonic flaw classification of oil pipelines,'' Part I: Image
Acquisition, Pre-processing and Flaw Area and Volume Estimation,
Nondestructive Testing and Evaluation, Vol. 23, pp. 43-55, March 2008.
[3] Hossein Ravanbod,
Freidoun Behnia and
Ali Jalali, ``Determining the required information in scanning of the
oil pipelines,'' Sharif Scientific Journal: Electrical and Computer
Engineering, Vol. 38, pp. 52-61, 2007. (In Persian)
[2] Ali Jalali and Hamid Sarbazi-Azad, ``The
edge product of networks,'' Eighth International Conference on
Parallel and Distributed Computing, Applications and Technologies
(PDCAT'07), pp. 371-375, 2007.
[1] Ali Jalali, Seyyed Morteza Mousavi,
Hossein Sameti and Hamid
Reza Rabiee, ``A new generalized side-lobe
canceller based algorithm for speech enhancement'', in Proceeding of the
15th Iranian Conference in Electrical Engineering (ICEE), Tehran, Iran,
2006. (In Persian)
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T2
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M.Sc. Thesis, "Information Theoretic
Approach to Distributed Video Coding", Computer Engineering
Department, Sharif University of Technology, Tehran, Iran, June 2007.
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T1
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B.Sc. Thesis, "Interharmony
Meter for Power Lines", Electrical Engineering Department,
Sharif University of Technology, Tehran, Iran, Feb 2004.
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