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Optimization problems with low-dimensional tensor structure
Optimization problems with low-dimensional tensor structure

By Jamuna De

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Contributions to Estimation and Modeling using Quantiles
Contributions to Estimation and Modeling using Quantiles

By Kiran Duhan

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Penalized M-estimation of covariance matrices: geodesic convexity and non-smooth penalties
Penalized M-estimation of covariance matrices: geodesic convexity and non-smooth penalties

By Nagnath Sikarwar

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Constructing confidence intervals in high-dimensional models and dealing with pleiotropy in mendelian randomization
Constructing confidence intervals in high-dimensional models and dealing with pleiotropy in mendelian randomization

By Sarthak Porel

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Learning theory & Gaussian Process Regression for surrogate modeling, and a novel framework for Design Optimization under uncertainty. Application to an early-stage aircraft wing design
Learning theory & Gaussian Process Regression for surrogate modeling, and a novel framework for Design Optimization under uncertainty. Application to an early-stage aircraft wing design

By Sivaraman Karunakaran

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Control and data analysis of complex networks
Control and data analysis of complex networks

By Chitranjan Sangwan

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Advancements in model combination and uncertainty quantification with applications in actuarial science
Advancements in model combination and uncertainty quantification with applications in actuarial science

By Mina Devi Manjhi

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Clustering single-cell electropherograms using multiple clustering methods with per-locus feature transformations
Clustering single-cell electropherograms using multiple clustering methods with per-locus feature transformations

By Nutan Bera

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Methods for nonconvex nonsmooth conditional stochastic optimization
Methods for nonconvex nonsmooth conditional stochastic optimization

By Pranita Ghorai

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Some geometric inequalities by the ABP method
Some geometric inequalities by the ABP method

By Hitesh Mukhopadhyay

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