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06/24/2023
A Unified Approach to Controlling Implicit Regularization via Mirror Descent
Inspired by the remarkable success of deep neural networks, there has be...
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03/21/2023
Online Learning for Equilibrium Pricing in Markets under Incomplete Information
The study of market equilibria is central to economic theory, particular...
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05/25/2022
Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently
Driven by the empirical success and wide use of deep neural networks, un...
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03/09/2020
Distributed Submodular Maximization with Parallel Execution
The submodular maximization problem is widely applicable in many enginee...
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12/18/2019
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach
We present an approach for regression problems that employs analytic con...
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05/29/2019