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Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Novel Statistical Methods for Aggregating Correlated and Missing Data with Application...

Knowledge Amalgamation from Heterogeneous Pre-Trained Models

Scalable Similarity Search over Big Data Series

Dimension Estimation and Application in Finance

Essays in Mixed-Integer Nonlinear Optimization for Matching Applications

Optimal Ensembles for Deep Learning: Theory and Practice

Patterns Detection on Multivariate High-Frequency Time Series

Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive ...

Deployment of Autonomous Electric Taxis with Consideration for Charging Stations