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05/25/2023
Patient Outcome Predictions Improve Operations at a Large Hospital Network
Problem definition: Access to accurate predictions of patients' outcomes...
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03/11/2023
Multistage Stochastic Optimization via Kernels
We develop a non-parametric, data-driven, tractable approach for solving...
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06/21/2022
TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures
Processing and analyzing tabular data in a productive and efficient way ...
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02/25/2022
Integrated multimodal artificial intelligence framework for healthcare applications
Artificial intelligence (AI) systems hold great promise to improve healt...
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12/17/2021
A Robust Optimization Approach to Deep Learning
Many state-of-the-art adversarial training methods leverage upper bounds...
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10/29/2021
Holistic Deep Learning
There is much interest in deep learning to solve challenges that arise i...
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06/30/2020
