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Randomized Algorithms for Matrices and Data
Mahoney, Michael W.

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Modern B-Tree Techniques
Graefe, Goetz

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Interference Alignment: A New Look at Signal Dimensions in a Communication Network
Jafar, Syed A.

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Laser and Radar Based Robotic Perception
Mullane, John

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Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers
Chu, Eric

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Structured Learning and Prediction in Computer Vision
Lampert, Christopher H.

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Collaborative Filtering Recommender Systems
Riedl, John T.

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Camera Models and Fundamental Concepts Used in Geometric Computer Vision
Gasparini, Simone

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Learning to Rank for Information Retrieval
Liu, Tie-Yan

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Universal Estimation of Information Measures for Analog Sources
Kulkarni, Sanjeev

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Statistical Language Models for Information Retrieval: A Critical Review
Zhai, Chengxiang

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Cloud Data Services: Workloads, Architectures and Multi-Tenancy
Chaudhuri, Surajit

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Post-Wimp Interaction for Information Visualization
Isenberg, Petra

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Data Analytics on Graphs
Mandic, Danilo P.

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Modeling and Optimization of Latency in Erasure-Coded Storage Systems
Aggarwal, Vaneet

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Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Razniewski, Simon

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Search and Discovery in Personal Email Collections
Bendersky, Michael

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Trends in Explanations: Understanding and Debugging Data-Driven Systems
Roy, Sudeepa

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Database Systems on Gpus
He, Bingsheng

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Advances and Open Problems in Federated Learning
Avent, Brendan

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