MLSP-P8: Probabilistic Models |
| Session Type: Poster |
| Time: Wednesday, May 15, 13:30 - 15:30 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chair: Pierre Chainais, Ecole Centrale Lille |
| MLSP-P8.1: HYPER-PARAMETER LEARNING FOR SPARSE STRUCTURED PROBABILISTIC MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tatiana Shpakova; Institut national de recherche en informatique et en automatique - École normale supérieure |
| Francis Bach; Institut national de recherche en informatique et en automatique - École normale supérieure |
| Michael Davies; The University of Edinburgh |
| MLSP-P8.2: UNIFYING PROBABILISTIC MODELS FOR TIME-FREQUENCY ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| William Wilkinson; Queen Mary University of London |
| Michael Riis Andersen; Aalto University |
| Joshua D. Reiss; Queen Mary University of London |
| Dan Stowell; Queen Mary University of London |
| Arno Solin; Aalto University |
| MLSP-P8.3: A LARGE SCALE ANALYSIS OF LOGISTIC REGRESSION: ASYMPTOTIC PERFORMANCE AND NEW INSIGHTS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xiaoyi Mai; L2S, CentraleSupelec |
| Zhenyu Liao; L2S, CentraleSupelec |
| Romain Couillet; GIPSA-lab, University of Grenoble-Alpes |
| MLSP-P8.4: A HISTORY-BASED STOPPING CRITERION IN RECURSIVE BAYESIAN STATE ESTIMATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yeganeh M. Marghi; Northeastern University |
| Aziz Kocanaogullari; Northeastern University |
| Murat Akçakaya; University of Pittsburgh |
| Deniz Erdoğmuş; Northeastern University |
| MLSP-P8.5: LOW-PASS FILTERING AS BAYESIAN INFERENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Cristobal Valenzuela; Universidad de Chile |
| Felipe Tobar; Universidad de Chile |
| MLSP-P8.6: MODELING AND ESTIMATION OF INTERACTIONS OF YULE-SIMON PROCESSES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Lingqing Gan; Stony Brook Univerisity |
| Asher Hensley; Stony Brook Univerisity |
| Petar Djuric; Stony Brook Univerisity |
| MLSP-P8.7: ADVERSARIAL VARIATIONAL BAYES METHODS FOR TWEEDIE COMPOUND POISSON MIXED MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yaodong Yang; American International Group Inc. |
| Rui Luo; American International Group Inc. |
| Yuanyuan Liu; American International Group Inc. |
| MLSP-P8.8: TRAINING DYNAMIC EXPONENTIAL FAMILY MODELS WITH CAUSAL AND LATERAL DEPENDENCIES FOR GENERALIZED NEUROMORPHIC COMPUTING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hyeryung Jang; King's College London |
| Osvaldo Simeone; King's College London |
| MLSP-P8.9: ROBUST FREEWAY ACCIDENT DETECTION: A TWO-STAGE APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yasitha Warahena Liyanage; University at Albany, State University of New York |
| Daphney-Stavroula Zois; University at Albany, State University of New York |
| Charalampos Chelmis; University at Albany, State University of New York |
| MLSP-P8.10: AN AUTOENCODER-BASED APPROACH FOR RECOGNIZING NULL CLASS IN ACTIVITIES OF DAILY LIVING IN-THE-WILD VIA WEARABLE MOTION SENSORS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ali Akbari; Texas A&M University |
| Roozbeh Jafari; Texas A&M University |
| MLSP-P8.11: SEQUENTIAL STRUCTURED DICTIONARY LEARNING FOR BLOCK SPARSE REPRESENTATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Abd-Krim Seghouane; The University of Melbourne |
| Asif Iqbal; The University of Melbourne |
| Karim Abed-Meraim; The University of Orleans |