COLL-L1: Session 3H: Processing of Highly complex, Heterogeneous, High-dimension data |
| Session Type: Lecture |
| Time: Thursday, 7 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Peter Schreier, Universität Paderborn and Tulay Adali, University of Maryland, Baltimore County |
| COLL-L1.1: IMAGE FUSION USING JOINT SPARSE REPRESENTATIONS AND COUPLED DICTIONARY LEARNING |
| Farshad Ghorbani Veshki; Aalto university |
| Nora Ouzir; Aalto university |
| Sergiy A. Vorobyov; Aalto University |
| COLL-L1.2: CLUSTERING OF NONNEGATIVE DATA AND AN APPLICATION TO MATRIX COMPLETION |
| Christopher Strohmeier; University of California, Los Angeles |
| Deanna Needell; University of California, Los Angeles |
| COLL-L1.3: SAMPLING OF SURFACES AND LEARNING FUNCTIONS IN HIGH DIMENSIONS |
| Qing Zou; University of Iowa |
| Mathews Jacob; University of Iowa |
| COLL-L1.4: STOCK MOVEMENT PREDICTION THAT INTEGRATES HETEROGENEOUS DATA SOURCES USING DILATED CAUSAL CONVOLUTION NETWORKS WITH ATTENTION |
| Divyanshu Daiya; LNM Institute of Information Technology |
| Min-Sheng Wu; National Tsing Hua University |
| Che Lin; National Taiwan University |
| COLL-L1.5: LARGE-SCALE WEAKLY-SUPERVISED CONTENT EMBEDDINGS FOR MUSIC RECOMMENDATION AND TAGGING |
| Qingqing Huang; Google |
| Aren Jansen; Google |
| Li Zhang; Google |
| Daniel P. W. Ellis; Google Research |
| Rif A. Saurous; Google |
| John Anderson; Google |
| COLL-L1.6: SUPERVISED CANONICAL CORRELATION ANALYSIS OF DATA ON SYMMETRIC POSITIVE DEFINITE MANIFOLDS BY RIEMANNIAN DIMENSIONALITY REDUCTION |
| Faezeh Fallah; University of Stuttgart |
| Bin Yang; University of Stuttgart |