2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

MLSP-45: Performance Bounds

Session Type: Poster
Time: Friday, 11 June, 13:00 - 13:45
Location: Gather.Town
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