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08/22/2023
Patient Clustering via Integrated Profiling of Clinical and Digital Data
We introduce a novel profile-based patient clustering model designed for...
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06/24/2021
TagRuler: Interactive Tool for Span-Level Data Programming by Demonstration
Despite rapid developments in the field of machine learning research, co...
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03/06/2021
Putting Humans in the Natural Language Processing Loop: A Survey
How can we design Natural Language Processing (NLP) systems that learn f...
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09/03/2020
Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions
Data programming is a programmatic weak supervision approach to efficien...
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07/28/2019
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling
Topic modeling is commonly used to analyze and understand large document...
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05/02/2018
Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range
Given multiple time series data, how can we efficiently find latent patt...
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05/02/2018
TR-SVD: Fast and Memory Efficient Method for Time Ranged Singular Value Decomposition
Given multiple time series data, how can we efficiently find latent patt...
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11/22/2017
SNeCT: Scalable network constrained Tucker decomposition for integrative multi-platform data analysis
Motivation: How do we integratively analyze large-scale multi-platform g...
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10/09/2017
CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions
How can we find patterns and anomalies in a tensor, or multi-dimensional...
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08/29/2017