Theory and Applications of Robust Optimization von Bertsimas, Dimitris, Brown, David B., Caramanis, Constantine

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User Association for Load Balancing in Heterogeneous Cellular Networks von Qiaoyang Ye, Beiyu Rong, Yudong Chen, Al-Shalash, M., Caramanis, C., Andrews, J. G.

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Distributed Resource Allocation in Device-to-Device Enhanced Cellular Networks von Qiaoyang Ye, Al-Shalash, Mazin, Caramanis, Constantine, Andrews, Jeffrey G.

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User Association and Interference Management in Massive MIMO HetNets von Qiaoyang Ye, Bursalioglu, Ozgun Yilmaz, Papadopoulos, Haralabos C., Caramanis, Constantine, Andrews, Jeffrey G.

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A Distributional Interpretation of Robust Optimization von Xu, Huan, Caramanis, Constantine, Mannor, Shie

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Finite Adaptability in Multistage Linear Optimization von Bertsimas, Dimitris, Caramanis, Constantine

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Robust PCA via Outlier Pursuit von Huan Xu, Caramanis, C., Sanghavi, S.

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An Inequality for Nearly Log-Concave Distributions With Applications to Learning von Caramanis, C., Mannor, S.

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Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem von Huan Xu, Caramanis, C., Mannor, S.

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Low-Rank Matrix Recovery From Errors and Erasures von Yudong Chen, Jalali, A., Sanghavi, S., Caramanis, C.

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Outlier-Robust PCA: The High-Dimensional Case von Huan Xu, Caramanis, C., Mannor, S.

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Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably von Park, Dohyung, Kyrillidis, Anastasios, Caramanis, Constantine, Sanghavi, Sujay

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Global Optimality of the EM Algorithm for Mixtures of Two-Component Linear Regressions von Kwon, Jeongyeol, Qian, Wei, Chen, Yudong, Caramanis, Constantine, Davis, Damek, Ho, Nhat

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Robust Regression and Lasso von Huan Xu, Caramanis, Constantine, Mannor, Shie

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Towards a Closed Form Second-Order Natural Scene Statistics Model von Sinno, Zeina, Caramanis, Constantine, Bovik, Alan C.

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Statistical Optimization in High Dimensions von Xu, Huan, Caramanis, Constantine, Mannor, Shie

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Equitable and Efficient Coordination in Traffic Flow Management von Barnhart, Cynthia, Bertsimas, Dimitris, Caramanis, Constantine, Fearing, Douglas

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Delay-Constrained Video Transmission: Quality-Driven Resource Allocation and Scheduling von Khalek, Amin Abdel, Caramanis, Constantine, Heath, Robert W.

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Modeling the Time-Varying Subjective Quality of HTTP Video Streams With Rate Adaptations von Chao Chen, Lark Kwon Choi, de Veciana, Gustavo, Caramanis, Constantine, Heath, Robert W., Bovik, Alan C.

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Matrix Completion With Column Manipulation: Near-Optimal Sample-Robustness-Rank Tradeoffs von Yudong Chen, Huan Xu, Caramanis, Constantine, Sanghavi, Sujay

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