Paper-Conference

Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators
We fix unwanted biases in standard deep anomaly detection with a new architecture.
Alex Tong, Guy Wolf, Smita Krishnaswamy
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Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
A Combination of Continuous Normalizing Flows and Dynamic Optimal Transport to model the dynamics of cells.
Alex Tong, Jessie Huang, Guy Wolf, David Van Dijk, Smita Krishnaswamy
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TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Interpretable Neuron Structuring with Graph Spectral Regularization
While neural networks are powerful approximators used to classify or embed data into lower dimensional spaces, they are often regarded …
Alex Tong*, David Van Dijk*, Jay S. Stanley III, Matthew Amodio, Kristina Yim, Rebecca Muhle, James Noonan, Guy Wolf, Smita Krishnaswamy
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Finding Archetypal Spaces Using Neural Networks
Archetypal analysis is a data decomposition method that describes each observation in a dataset as a convex combination of …
David Van Dijk*, Daniel B. Burkhardt*, Matthew Amodio, Alex Tong, Guy Wolf, Smita Krishnaswamy
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Allocate-On-Use Space Complexity of Shared-Memory Algorithms
Many fundamental problems in shared-memory distributed computing, including mutual exclusion [8], consensus [18], and implementations …
James Aspnes*, Bernhard Haeupler, Alex Tong, Philipp Woelfel
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