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Mangoubi, Oren Rami
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Worcester Polytechnic Institute
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Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation
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Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
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Human Behavior Analysis via Generative Adversarial Imitation Learning
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Towards an End-to-End Training Data Management System for Machine Learning Models
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Predicting MXene Properties via Machine Learning
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Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
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Robust Deep Learning Algorithms for System Identification
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Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
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Complex Sequential Modeling
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Optimal Ensembles for Deep Learning: Theory and Practice
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