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05/20/2023
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News
Fine-grained financial sentiment analysis on news headlines is a challen...
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08/25/2022
A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method
Hyperparameter optimization in machine learning is often achieved using ...
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08/19/2022
A General Purpose Exact Solution Method for Mixed Integer Concave Minimization Problems
In this article, we discuss an exact algorithm for solving mixed integer...
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03/13/2022
BioSimulators: a central registry of simulation engines and services for recommending specific tools
Computational models have great potential to accelerate bioscience, bioe...
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09/09/2020
Impact of News on the Commodity Market: Dataset and Results
Over the last few years, machine learning based methods have been applie...
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07/21/2020
A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
Hyperparameter tuning is an active area of research in machine learning,...
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05/17/2017
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
Bilevel optimization is defined as a mathematical program, where an opti...
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08/17/2016
Optimal Management of Naturally Regenerating Uneven-aged Forests
A shift from even-aged forest management to uneven-aged management pract...
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03/15/2013
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization
Bilevel optimization problems are a class of challenging optimization pr...
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03/28/2012
A Multi-objective Exploratory Procedure for Regression Model Selection
Variable selection is recognized as one of the most critical steps in st...
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12/03/2010