69 citations · 70 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 1 cited
Unsupervised Anomaly Detection via Nonlinear Manifold Learning
Amin Yousefpour, Mehdi Shishehbor, Zahra Zanjani Foumani +1
Anomalies are samples that significantly deviate from the rest of the data and their detection plays a major role in building machine learning models that can be reliably used in a…
stat.ML2022★ 69 cited
Multi-Fidelity Cost-Aware Bayesian Optimization
Zahra Zanjani Foumani, Mehdi Shishehbor, Amin Yousefpour +1
Bayesian optimization (BO) is increasingly employed in critical applications such as materials design and drug discovery. An increasingly popular strategy in BO is to forgo the sol…