2 papers
eess.AS2026
Conformal Prediction-Aware DOA Tracking
Maya Veisman Barness, Sharon Gannot, Bracha Laufer Goldshtein
We introduce an uncertainty-aware DOA-tracking framework combining deep posterior estimation, conformal-prediction calibration, and temporal smoothing. The approach enhances stabil…
eess.AS2026
Uncertainty Quantification and Risk Control for Multiple Sound Source Localization
Vadim Rozenfeld, Bracha Laufer Goldshtein
Reliable Sound Source Localization (SSL) plays an essential role in many downstream tasks, where informed decision making depends not only on accurate localization but also on the…