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eess.SP2026
Scalable Variable Selection under Predictor Dependence with Adaptive Virtual Dummies
Taulant Koka, Michael Muma
Reliable high-dimensional variable selection requires scalable error-controlling methods. The Terminating-Random Experiments (T-Rex) selector estimates the false discovery rate (FD…
eess.SP2025
Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces
Taulant Koka, Manolis C. Tsakiris, Benjamín Béjar Haro +1
Cross-channel unlabeled sensing addresses the problem of recovering a multi-channel signal from measurements that were shuffled across channels. This work expands the cross-channel…
eess.SP2022
Shuffled Multi-Channel Sparse Signal Recovery
Taulant Koka, Manolis C. Tsakiris, Michael Muma +1
Mismatches between samples and their respective channel or target commonly arise in several real-world applications. For instance, whole-brain calcium imaging of freely moving orga…