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04/26/2023
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
Recent advances in immunomics have shown that T-cell receptor (TCR) sign...
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02/25/2022
Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations
End-to-end learning of dynamical systems with black-box models, such as ...
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02/03/2022
Flexible Triggering Kernels for Hawkes Process Modeling
Recently proposed encoder-decoder structures for modeling Hawkes process...
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06/14/2020
Survival Analysis meets Counterfactual Inference
There is growing interest in applying machine learning methods for count...
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02/29/2020
Survival Cluster Analysis
Conventional survival analysis approaches estimate risk scores or indivi...
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05/21/2019
Survival Function Matching for Calibrated Time-to-Event Predictions
Models for predicting the time of a future event are crucial for risk as...
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05/14/2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing
Semantic hashing has become a powerful paradigm for fast similarity sear...
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04/09/2018