Neel Patel

Model Explanations with Differential Privacy

2020 · arXiv (Cornell University)

Black-box machine learning models are used in critical decision-making domains, giving rise to several calls for more algorithmic transparency. The drawback is that model explanations can leak information about the training data and the explanation …

Advancements in seismic data collection and analysis through machine learning

2025 · Indonesian Journal of Electrical Engineering and Computer Science

<span lang="EN-US">The evolution of seismic data collection has been driven by the need for stations to capture large volumes of high-frequency signals continuously. These signals typically contain both seismic and non-seismic information. Previous research converted …