COLL-L2: Session 3R: Robustness Reproducibility Replicability |
| Session Type: Lecture |
| Time: Friday, 8 May, 08:00 - 10:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Tulay Adali, University of Maryland, Baltimore County and Peter Schreier, Universität Paderborn, Germany |
| COLL-L2.1: THE EMPIRICAL DUALITY GAP OF CONSTRAINED STATISTICAL LEARNING |
| Luiz Chamon; University of Pennsylvania |
| Santiago Paternain; University of Pennsylvania |
| Miguel Calvo-Fullana; University of Pennsylvania |
| Alejandro Ribeiro; University of Pennsylvania |
| COLL-L2.2: CONTEXT AND UNCERTAINTY MODELING FOR ONLINE SPEAKER CHANGE DETECTION |
| Hagai Aronowitz; IBM Research AI |
| Weizhong Zhu; IBM Research AI |
| COLL-L2.3: MODELING UNCERTAINTY IN PREDICTING EMOTIONAL ATTRIBUTES FROM SPONTANEOUS SPEECH |
| Kusha Sridhar; University of Texas at Austin |
| Carlos Busso; University of Texas at Austin |
| COLL-L2.4: ACCURACY-ROBUSTNESS TRADE-OFF FOR POSITIVELY WEIGHTED NEURAL NETWORKS |
| Ana Neacsu; University Politehnica of Bucharest |
| Jean-Christophe Pesquet; Université Paris-Saclay, CentraleSupélec, Inria |
| Corneliu Burileanu; University Politehnica of Bucharest |
| COLL-L2.5: TOWARDS A NEW UNDERSTANDING OF THE TRAINING OF NEURAL NETWORKS WITH MISLABELED TRAINING DATA |
| Herbert Gish; Raytheon BBN Technologies |
| Jan Silovsky; Apple |
| Man-Ling Sung; Chinese University of Hong Kong |
| Man-Hung Siu; Apple |
| William Hartmann; Raytheon BBN Technologies |
| Zhuolin Jiang; Raytheon BBN Technologies |
| COLL-L2.6: ON NETWORK SCIENCE AND MUTUAL INFORMATION FOR EXPLAINING DEEP NEURAL NETWORKS |
| Brian Davis; Carnegie Mellon University |
| Umang Bhatt; Carnegie Mellon University |
| Kartikeya Bhardwaj; Carnegie Mellon University |
| Radu Marculescu; Carnegie Mellon University |
| José Moura; Carnegie Mellon University |