2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-45: Performance Bounds |
| Session Type: Poster |
| Time: Friday, 11 June, 13:00 - 13:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Dionysios Kalogerias, Michigan State University |
| MLSP-45.1: DEEP GENERATIVE DEMIXING: ERROR BOUNDS FOR DEMIXING SUBGAUSSIAN MIXTURES OF LIPSCHITZ SIGNALS |
| Aaron Berk; University of British Columbia |
| MLSP-45.2: TOWARDS AN INTRINSIC DEFINITION OF ROBUSTNESS FOR A CLASSIFIER |
| Théo Giraudon; IMT Atlantique |
| Vincent Gripon; IMT Atlantique |
| Matthias Löwe; University of Münster |
| Franck Vermet; University of Brest |
| MLSP-45.3: PHASE TRANSITIONS FOR ONE-VS-ONE AND ONE-VS-ALL LINEAR SEPARABILITY IN MULTICLASS GAUSSIAN MIXTURES |
| Ganesh Ramachandra Kini; University of California, Santa Barbara |
| Christos Thrampoulidis; University of British Columbia |
| MLSP-45.4: LEAKY INTEGRATOR DYNAMICAL SYSTEMS AND REACHABLE SETS |
| Brian Whiteaker; University of California, San Diego |
| Peter Gerstoft; University of California, San Diego |
| MLSP-45.5: BENIGN OVERFITTING IN BINARY CLASSIFICATION OF GAUSSIAN MIXTURES |
| Ke Wang; University of California, Santa Barbara |
| Christos Thrampoulidis; University of British Columbia |
| MLSP-45.6: AN ORDER-OPTIMAL ADAPTIVE TEST PLAN FOR NOISY GROUP TESTING UNDER UNKNOWN NOISE MODELS |
| Sudeep Salgia; Cornell University |
| Qing Zhao; Cornell University |