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Ali Jalali

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A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference

Mar 26, 2020
Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean Tullsen, Hadi Esmaeilzadeh

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Clustering Partially Observed Graphs via Convex Optimization

Jul 24, 2014
Yudong Chen, Ali Jalali, Sujay Sanghavi, Huan Xu

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A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization

Jul 16, 2013
Ali Jalali, Javad Azimi, Xiaoli Fern, Ruofei Zhang

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Scalable Audience Reach Estimation in Real-time Online Advertising

May 14, 2013
Ali Jalali, Santanu Kolay, Peter Foldes, Ali Dasdan

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Real Time Bid Optimization with Smooth Budget Delivery in Online Advertising

May 14, 2013
Kuang-Chih Lee, Ali Jalali, Ali Dasdan

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A New Greedy Algorithm for Multiple Sparse Regression

Jun 07, 2012
Ali Jalali, Sujay Sanghavi

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Learning the Dependence Graph of Time Series with Latent Factors

May 01, 2012
Ali Jalali, Sujay Sanghavi

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Hybrid Batch Bayesian Optimization

May 01, 2012
Javad Azimi, Ali Jalali, Xiaoli Fern

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Clustering using Max-norm Constrained Optimization

Apr 13, 2012
Ali Jalali, Nathan Srebro

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High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods

Dec 29, 2011
Christopher C. Johnson, Ali Jalali, Pradeep Ravikumar

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