Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis von Sivakumar, Vidyashankar, Wu, Zhiwei Steven, Banerjee, Arindam

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Large-Scale Machine Learning in the Earth Sciences von Srivastava, Ashok N, Nemani, Ramakrishna, Steinhaeuser, Karsten

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Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond von Banerjee, Arindam, Gu, Qilong, Sivakumar, Vidyashankar, Wu, Zhiwei Steven

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Structured Stochastic Linear Bandits von Johnson, Nicholas, Sivakumar, Vidyashankar, Banerjee, Arindam

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Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis von Sivakumar, Vidyashankar, Wu, Zhiwei Steven, Banerjee, Arindam

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METHODS AND APPARATUS FOR AUTOMATICALLY RANKING ITEMS BASED ON MACHINE LEARNING PROCESSES von Sivakumar, Vidyashankar, Sudan, Nikita Maple, Macy, III, Robert Wayne, Mukherjee, Rajyashree

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Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond von Banerjee, Arindam, Gu, Qilong, Sivakumar, Vidyashankar, Wu, Zhiwei Steven

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Estimation with Norm Regularization von Banerjee, Arindam, Chen, Sheng, Fazayeli, Farideh, Sivakumar, Vidyashankar

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Structured Stochastic Linear Bandits von Johnson, Nicholas, Sivakumar, Vidyashankar, Banerjee, Arindam

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Multi-task Sparse Structure Learning von Goncalves, Andre R, Das, Puja, Chatterjee, Soumyadeep, Sivakumar, Vidyashankar, Von Zuben, Fernando J, Banerjee, Arindam

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Structured Estimation in High Dimensions: Applications in Climate von Goncalves, André R, Banerjee, Arindam, Sivakumar, Vidyashankar, Chatterjee, Soumyadeep

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Estimation with Norm Regularization von Banerjee, Arindam, Chen, Sheng, Fazayeli, Farideh, Sivakumar, Vidyashankar

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Phenomenological Modeling of Shape Memory Alloys von Buravalla, Vidyashankar, Khandelwal, Ashish

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