3 citations · 3 across the 4 of their papers we have counts for
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cs.LG2022
Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
Andrew O'Brien, Rosina Weber, Edward Kim
The SINDy algorithm has been successfully used to identify the governing equations of dynamical systems from time series data. In this paper, we argue that this makes SINDy a poten…
cs.LG2021★ 3 cited
Multi-Agent Algorithmic Recourse
Andrew O'Brien, Edward Kim
The recent adoption of machine learning as a tool in real world decision making has spurred interest in understanding how these decisions are being made. Counterfactual Explanation…
cs.LG2020
The Interpretable Dictionary in Sparse Coding
Edward Kim, Connor Onweller, Andrew O'Brien +1
Artificial neural networks (ANNs), specifically deep learning networks, have often been labeled as black boxes due to the fact that the internal representation of the data is not e…