most citedMAP Clustering under the Gaussian Mixture Model via Mixed Integer Nonlinear Optimization

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022

Cost-aware Generalized -investing for Multiple Hypothesis Testing

Thomas Cook, Harsh Vardhan Dubey, Ji Ah Lee +3

We consider the problem of sequential multiple hypothesis testing with nontrivial data collection costs. This problem appears, for example, when conducting biological experiments t…

stat.ML2019★ 4 cited

MAP Clustering under the Gaussian Mixture Model via Mixed Integer Nonlinear Optimization

Patrick Flaherty, Pitchaya Wiratchotisatian, Ji Ah Lee +2

We present a global optimization approach for solving the maximum a-posteriori (MAP) clustering problem under the Gaussian mixture model.Our approach can accommodate side constrain…