activity
20232025
most citedContinuously Optimizing Radar Placement with Model Predictive Path Integrals

1 citations · 1 across the 4 of their papers we have counts for

collaborators

5 papers

stat.AP2025

Hierarchical Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youth with Autism for Branching Factor Estimation

Michael Potter, Michael Everett, Deniz Erdogmus +3

Aggressive behavior in autistic inpatient youth often arises in temporally clustered bursts complicating efforts to distinguish external triggers from internal escalation. The samp…

stat.AP2025

Active Learning For Repairable Hardware Systems With Partial Coverage

Michael Potter, Beyza Kalkanlı, Deniz Erdoğmuş +1

Identifying the optimal diagnostic test and hardware system instance to infer reliability characteristics using field data is challenging, especially when constrained by fixed budg…

stat.AP2025

Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youths with Autism

Michael Potter, Michael Everett, Ashutosh Singh +6

Aggressive behavior, including aggression towards others and self-injury, occurs in up to 80% of children and adolescents with autism, making it a leading cause of behavioral healt…

stat.AP2024★ 1 cited

Continuously Optimizing Radar Placement with Model Predictive Path Integrals

Michael Potter, Shuo Tang, Paul Ghanem +8

Continuously optimizing sensor placement is essential for precise target localization in various military and civilian applications. While information theory has shown promise in o…

stat.ML2023

Survival Analysis with Adversarial Regularization

Michael Potter, Stefano Maxenti, Michael Everett

Survival Analysis (SA) models the time until an event occurs, with applications in fields like medicine, defense, finance, and aerospace. Recent research indicates that Neural Netw…