MLSP-L4: Learning Theory and Methods I |
| Session Type: Lecture |
| Time: Wednesday, May 15, 13:30 - 15:30 |
| Location: Auditorium 2 |
| Session Chair: David Luengo, Universidad Politecnica de Madrid |
| MLSP-L4.1: BIAS MITIGATION POST-PROCESSING FOR INDIVIDUAL AND GROUP FAIRNESS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Pranay Lohia; IBM Research |
| Karthikeyan Natesan Ramamurthy; IBM Research |
| Manish Bhide; IBM Watson AI Platform |
| Diptikalyan Saha; IBM Research |
| Kush Varshney; IBM Research |
| Ruchir Puri; IBM Watson AI Platform |
| MLSP-L4.2: INFERENCE ABOUT CAUSALITY FROM CARDIOTOCOGRAPHY SIGNALS USING GAUSSIAN PROCESSES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Guanchao Feng; Stony Brook University |
| J. Gerald Quirk; Stony Brook University Hospital |
| Petar Djuric; Stony Brook University |
| MLSP-L4.3: CONVERGENCE BOUNDS FOR COMPRESSED GRADIENT METHODS WITH MEMORY BASED ERROR COMPENSATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sarit Khirirat; Royal Institute of Technology |
| Sindri Sindri Magnússon; Harvard University |
| Mikael Johansson; Royal Institute of Technology |
| MLSP-L4.4: EFFICIENT STOCHASTIC SUBGRADIENT DESCENT ALGORITHMS FOR HIGH-DIMENSIONAL SEMI-SPARSE GRAPHICAL MODEL SELECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Songwei Wu; Nanyang Technological University |
| Hang Yu; Nanyang Technological University |
| Justin Dauwels; Nanyang Technological University |
| MLSP-L4.5: ANOMALY DETECTION IN SINGLE SUBJECT VS GROUP USING MANIFOLD LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Florian Tilquin; Université de Strasbourg, CNRS |
| Sylvain Faisan; Université de Strasbourg, CNRS |
| Fabrice Heitz; Université de Strasbourg, CNRS |
| Vincent Noblet; Université de Strasbourg, CNRS |
| Frédéric Blanc; Université de Strasbourg, CNRS |
| Izzie Namer; Université de Strasbourg, CNRS |
| MLSP-L4.6: DETECTING CYBER ATTACKS USING ANOMALY DETECTION WITH EXPLANATIONS AND EXPERT FEEDBACK |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Md Amran Siddiqui; Oregon State University |
| Jack W. Stokes; Microsoft |
| Christian Seifert; Microsoft |
| Evan Argyle; Microsoft |
| Robert McCann; Microsoft |
| Joshua Neil; Microsoft |
| Justin Carroll; Microsoft |