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05/31/2022
Augmenting Scientific Creativity with an Analogical Search Engine
Analogies have been central to creative problem-solving throughout the h...
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05/20/2021
A Probabilistic Approach to Neural Network Pruning
Neural network pruning techniques reduce the number of parameters withou...
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03/23/2021
Complex Factoid Question Answering with a Free-Text Knowledge Graph
We introduce DELFT, a factoid question answering system which combines t...
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03/06/2021
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
Visual data storytelling is gaining importance as a means of presenting ...
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02/12/2021
Personalized Visualization Recommendation
Visualization recommendation work has focused solely on scoring visualiz...
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09/25/2020
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data
Visualization recommendation seeks to generate, score, and recommend to ...
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04/27/2020
The Impact of the Mini-batch Size on the Variance of Gradients in Stochastic Gradient Descent
The mini-batch stochastic gradient descent (SGD) algorithm is widely use...
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06/07/2019
Clustering Degree-Corrected Stochastic Block Model with Outliers
For the degree corrected stochastic block model in the presence of arbit...
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05/25/2019
Dynamic Cell Structure via Recursive-Recurrent Neural Networks
In a recurrent setting, conventional approaches to neural architecture s...
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05/07/2018