Ali Jalali
Ali Jalali
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A dirty model for multi-task learning
A Jalali, P Ravikumar, S Sanghavi, C Ruan
NIPS, December, 2010
Low-rank matrix recovery from errors and erasures
Y Chen, A Jalali, S Sanghavi, C Caramanis
IEEE Transactions on Information Theory 59 (7), 4324-4337, 2013
Clustering partially observed graphs via convex optimization
A Jalali, Y Chen, S Sanghavi, H Xu
Arxiv preprint arXiv:1104.4803, 2011
Real time bid optimization with smooth budget delivery in online advertising
KC Lee, A Jalali, A Dasdan
Proceedings of the Seventh International Workshop on Data Mining for Online …, 2013
On learning discrete graphical models using greedy methods
A Jalali, C Johnson, P Ravikumar
Advances in Neural Information Processing Systems 24, 1935-1943, 2011
On learning discrete graphical models using group-sparse regularization
A Jalali, P Ravikumar, V Vasuki, S Sanghavi
Proceedings of the fourteenth international conference on artificial …, 2011
Hybrid batch Bayesian optimization
J Azimi, A Jalali, X Fern
arXiv preprint arXiv:1202.5597, 2012
High-dimensional sparse inverse covariance estimation using greedy methods
C Johnson, A Jalali, P Ravikumar
Artificial Intelligence and Statistics, 574-582, 2012
Learning the Dependence Graph of Time Series with Latent Factors
A Jalali, S Sanghavi
ICML,, 2012
Clustering using max-norm constrained optimization
A Jalali, N Srebro
arXiv preprint arXiv:1202.5598, 2012
Shredder: Learning noise distributions to protect inference privacy
F Mireshghallah, M Taram, P Ramrakhyani, A Jalali, D Tullsen, ...
Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020
Dynamic bid price selection
A Jalali, A Dasdan
US Patent App. 14/075,345, 2015
Insights into feedback and feedback signaling for beamformer design
CK Au-Yeung, A Jalali, DJ Love
2009 Information Theory and Applications Workshop, 187-190, 2009
Configurable ultrasonic flaw classification of oil pipelines: Part I: image acquisition, preprocessing and flaw area and volume estimation
H Ravanbod, A Jalali
Nondestructive Testing and Evaluation 23 (1), 43-55, 2008
Efficient budget pacing
A Jalali, A Dasdan, K Lee
US Patent App. 14/060,862, 2015
A lipschitz exploration-exploitation scheme for Bayesian optimization
A Jalali, J Azimi, X Fern, R Zhang
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
Performance metric based bid placement
A Jalali, A Dasdan, K Lee
US Patent App. 14/075,392, 2015
Closed-form expression for optimal two-user MIMO unitary precoding
A Jalali, DJ Love
IEEE Communications Letters 13 (4), 251-253, 2009
A principled approach to learning stochastic representations for privacy in deep neural inference
F Mireshghallah, M Taram, A Jalali, AT Elthakeb, D Tullsen, ...
arXiv preprint arXiv:2003.12154, 2020
Adaptive fuzzy fallback stratified sampling for fast reporting and forecasting
A Jalali, S Kolay, P Foldes, A Dasdan
US Patent 9,524,510, 2016
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