Chance constrained uncertain classification via robust optimization von Ben-Tal, Aharon, Bhadra, Sahely, Bhattacharyya, Chiranjib, Saketha Nath, J.

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Understanding flux switching in metabolic networks through an analysis of synthetic lethals von Narasimha, Sowmya Manojna, Malpani, Tanisha, Mohite, Omkar S., Nath, J. Saketha, Raman, Karthik

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An efficient clustering scheme using support vector methods von Nath, J. Saketha, Shevade, S.K.

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Chance constrained uncertain classification via robust optimization: Optimization and Machine Learning von BEN-TAL, Aharon, BHADRA, Sahely, BHATTACHARYYA, Chiranjib, SAKETHA NATH, J

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MMD-Regularized Unbalanced Optimal Transport von Manupriya, Piyushi, Nath, J. Saketha, Jawanpuria, Pratik

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Improving Attribution Methods by Learning Submodular Functions von Manupriya, Piyushi, Menta, Tarun Ram, Nath, J. Saketha, Balasubramanian, Vineeth N

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Statistical Optimal Transport posed as Learning Kernel Embedding von Nath, J. Saketha, Jawanpuria, Pratik

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MMD-Regularized Unbalanced Optimal Transport von Manupriya, Piyushi, Nath, J Saketha, Jawanpuria, Pratik

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Statistical Optimal Transport posed as Learning Kernel Embedding von Nath, J Saketha, Jawanpuria, Pratik

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A Convex Feature Learning Formulation for Latent Task Structure Discovery von Jawanpuria, Pratik, Nath, J. Saketha

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Interval Data Classification under Partial Information: A Chance-Constraint Approach von Bhadra, Sahely, Nath, J. Saketha, Ben-Tal, Aharon, Bhattacharyya, Chiranjib

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Improving Attribution Methods by Learning Submodular Functions von Manupriya, Piyushi, Tarun Ram Menta, Nath, J Saketha, Balasubramanian, Vineeth N

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A Convex Feature Learning Formulation for Latent Task Structure Discovery von Jawanpuria, Pratik, Nath, J Saketha

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Robust formulations for clustering-based large-scale classification von Jagarlapudi, Saketha Nath, Ben-Tal, Aharon, Bhattacharyya, Chiranjib

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Profit-based churn prediction based on Minimax Probability Machines von Maldonado, Sebastián, López, Julio, Vairetti, Carla

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Double regularization methods for robust feature selection and SVM classification via DC programming von López, Julio, Maldonado, Sebastián, Carrasco, Miguel

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Profit-based credit scoring based on robust optimization and feature selection von López, Julio, Maldonado, Sebastián

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The Cobb-Douglas Learning Machine von Maldonado, Sebastián, López, Julio, Carrasco, Miguel

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Cost-sensitive Feature Selection for Support Vector Machines von Benítez-Peña, S., Blanquero, R., Carrizosa, E., Ramírez-Cobo, P.

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Topology optimization of truss structures under failure probability using the Bernstein approximation von Canelas, Alfredo, Carrasco, Miguel, López, Julio

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