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01/23/2023
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images
How similar are two images? In computational pathology, where Whole Slid...
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08/23/2021
All You Need is Color: Image based Spatial Gene Expression Prediction using Neural Stain Learning
"Is it possible to predict expression levels of different genes at a giv...
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12/27/2019
Learning Neural Activations
An artificial neuron is modelled as a weighted summation followed by an ...
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11/03/2019
Generalized Learning with Rejection for Classification and Regression Problems
Learning with rejection (LWR) allows development of machine learning sys...
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05/06/2019
An embarrassingly simple approach to neural multiple instance classification
Multiple Instance Learning (MIL) is a weak supervision learning paradigm...
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11/16/2018
A generalized meta-loss function for distillation and learning using privileged information for classification and regression
Learning using privileged information and distillation are powerful mach...
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11/21/2017
Training large margin host-pathogen protein-protein interaction predictors
Detection of protein-protein interactions (PPIs) plays a vital role in m...
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11/14/2017