Th-PM1-8: Dictionary Learning and Subspace Classification |
| Session Type: Lecture |
| Time: Thursday, June 18, 14:40 - 16:00 |
| Location: S228 (L2) |
| Session Chair: Miguel Rodrigues, University College London |
| Th-PM1-8.1: A Convergence Analysis of Distributed Dictionary Learning Based on the $K$-SVD Algorithm |
| Haroon Raja; Rutgers University, The State University of New Jersey |
| Waheed Bajwa; Rutgers, The State University of New Jersey |
| Th-PM1-8.2: Deterministic Conditions for Subspace Identifiability from Incomplete Sampling |
| Daniel L. Pimentel-Alarcon; University of Wisconsin-Madison |
| Nigel Boston; University of Wisconsin-Madison |
| Robert D. Nowak; University of Wisconsin-Madison |
| Th-PM1-8.3: A Volume Correlation Subspace Detector for Signals Buried in Unknown Clutter |
| Hailong Shi; Inteligent Sensing Lab, Tsinghua University |
| Hao Zhang; Inteligent Sensing Lab, Tsinghua University |
| Xiqin Wang; Inteligent Sensing Lab, Tsinghua University |
| Th-PM1-8.4: Mismatch in the Classification of Linear Subspaces: Upper Bound to the Probability of Error |
| Jure Sokolic; University College London |
| Francesco Renna; University College London |
| Robert Calderbank; Duke University |
| Miguel Rodrigues; University College London |
