A. Jalali

Most-cited papers

A Dirty Model for Multi-task Learning
A. Jalali, S. Sanghavi, Chao Ruan, P. Ravikumar
2010Neural Information Processing Systems412 citations
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Clustering Partially Observed Graphs via Convex Optimization
Yu-Dong Chen, A. Jalali, Sujay Sanghavi, Huan Xu
2011International Conference on Machine Learning182 citations
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Low-rank matrix recovery from errors and erasures
Yu-Dong Chen, A. Jalali, S. Sanghavi, Constantine Caramanis
2011IEEE International Symposium on Information Theory. Proceedings174 citations
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Real time bid optimization with smooth budget delivery in online advertising
Kuang-chih Lee, A. Jalali, A. Dasdan
2013International Workshop on Data Mining for Online Advertising146 citations Open access
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Shredder: Learning Noise Distributions to Protect Inference Privacy
FatemehSadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani, A. Jalali +2 more
2019International Conference on Architectural Support for Programming Languages and Operating Systems124 citations Open access
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On Learning Discrete Graphical Models using Greedy Methods
A. Jalali, Christopher C. Johnson, P. Ravikumar
2011Neural Information Processing Systems104 citations
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On Learning Discrete Graphical Models using Group-Sparse Regularization
A. Jalali, P. Ravikumar, Vishvas Vasuki, S. Sanghavi
2011International Conference on Artificial Intelligence and Statistics95 citations
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Hybrid Batch Bayesian Optimization
Javad Azimi, A. Jalali, Xiaoli Z. Fern
2012International Conference on Machine Learning78 citations
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Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy
FatemehSadat Mireshghallah, Mohammadkazem Taram, A. Jalali, Ahmed T. Elthakeb +2 more
2021The Web Conference72 citations Open access
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High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods
Christopher C. Johnson, A. Jalali, P. Ravikumar
2011International Conference on Artificial Intelligence and Statistics62 citations
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A Dirty Model for Multiple Sparse Regression
A. Jalali, P. Ravikumar, S. Sanghavi
2011IEEE Transactions on Information Theory47 citations Open access
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Learning the Dependence Graph of Time Series with Latent Factors
A. Jalali, S. Sanghavi
2011International Conference on Machine Learning44 citations
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A Dirty Model for Multitask Learning ( Appendices )
A. Jalali, P. Ravikumar
201037 citations
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Low-Rank Matrix Recovery From Errors and Erasures
Yu-Dong Chen, A. Jalali, S. Sanghavi, Constantine Caramanis
2013IEEE Transactions on Information Theory36 citations Open access
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Clustering using Max-norm Constrained Optimization
A. Jalali, N. Srebro
2012International Conference on Machine Learning32 citations
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A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference
FatemehSadat Mireshghallah, Mohammadkazem Taram, A. Jalali, Ahmed T. Elthakeb +2 more
2020arXiv.org13 citations
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Presenting a hybrid model in social networks recommendation system architecture development
Abolfazl Zare, M. Motadel, A. Jalali
2019Ai & Society13 citations
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D-brane action at order α′$^2$
A. Jalali, M. R. Garousi
201512 citations Open access
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Exploration vs Exploitation in Bayesian Optimization
A. Jalali, Javad Azimi, Xiaoli Z. Fern
2012arXiv.org10 citations
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A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization
A. Jalali, Javad Azimi, Xiaoli Z. Fern, Ruo-Fei Zhang
2012ECML/PKDD10 citations Open access
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Dynamic Batch Bayesian Optimization
Javad Azimi, A. Jalali, Xiaoli Z. Fern
2011arXiv.org8 citations
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Higher derivative corrections to the Wess-Zumino action
A. Jalali, M. R. Garousi
20167 citations Open access
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Insights into feedback and feedback signaling for beamformer design
C. Au-Yeung, A. Jalali, D. Love
2009Information Theory and Applications Workshop7 citations
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Closed-form expression for optimal two-user MIMO unitary precoding
A. Jalali, D. Love
2009IEEE Communications Letters6 citations
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Kerr–Bolt black hole entropy and soft hair
M. Setare, A. Jalali
20195 citations Open access
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Higher derivative corrections to DBI action at $ \alpha'^2$ order
K. B. Velni, A. Jalali
20164 citations Open access
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Scalable Audience Reach Estimation in Real-Time Online Advertising
A. Jalali, Santanu Kolay, Peter Foldes, A. Dasdan
20132013 IEEE 13th International Conference on Data Mining Workshops4 citations
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Thermalization of horizon through asymptotic symmetry in three-dimensional massive gravity
M. Setare, A. Jalali, Bibhas Ranjan Majhi
2021Physics Letters B3 citations Open access
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Higher derivative corrections to DBI action at α ′ 2 order
K. B. Velni, A. Jalali
20163 citations
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Chern-Simons couplings at order O (α '2 )
K. B. Velni, A. Jalali
20163 citations Open access
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Interpretable Privacy for Deep Learning Inference
FatemehSadat Mireshghallah, Mohammadkazem Taram, A. Jalali, Ahmed T. Elthakeb +2 more
20202 citations
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Holographically description of Kerr-Bolt black hole in terms of the warped conformal field theory
M. Setare, A. Jalali
2019Physics Letters B2 citations Open access
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Abelian S-matrix elements of D-brane and T-duality
K. B. Velni, A. Jalali
2018International Journal of Modern Physics A2 citations
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Dilaton black hole entropy from entropy function formalism
K. B. Velni, A. Jalali, Bahareh Khoshdelan
2017The European Physical Journal C1 citations Open access
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Improved Deterministic Conditions for Sparse and Low-Rank Matrix Decomposition
A. Jalali, S. Sanghavi
20131 citations
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Greedy dirty models: A new algorithm for multiple sparse regression
A. Jalali, S. Sanghavi
2012Symposium on Software Performance1 citations
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N ov 2 01 5 On D-brane action at order α ′ 2
A. Jalali, M. R. Garousi
20180 citations
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D-brane action at order α 0 2
A. Jalali, M. R. Garousi
20150 citations
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A New Greedy Algorithm for Multiple Sparse Regression
A. Jalali, S. Sanghavi
2012arXiv.org0 citations
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Linear Stochastic Dynamical Systems with Latent Factors: High-Dimensional Inference
A. Jalali, Sujay Sanghavi
20110 citations
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Learning with Latent Factors in Time Series
A. Jalali, S. Sanghavi
2011arXiv.org0 citations
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Supplementary Material 6 Auxiliary Lemmas : Proof of Lemma 3 Proof
A. Jalali, P. Ravikumar, Vishvas Vasuki, S. Sanghavi
20110 citations
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Conferencing on trees
A. Jalali, D. Love, S. Sanghavi, B. Hochwald
2009Annual Conference on Information Sciences and Systems0 citations
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