MLSP-P4: Adversarial Attacks and Fast Algorithms |
| Session Type: Poster |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Mingyi Hong, University of Minnesota |
| MLSP-P4.2: COST AWARE ADVERSARIAL LEARNING |
| Shashini De Silva; Oregon State University |
| Jinsub Kim; Oregon State University |
| Raviv Raich; Oregon State University |
| MLSP-P4.3: ON DIVERGENCE APPROXIMATIONS FOR UNSUPERVISED TRAINING OF DEEP DENOISERS BASED ON STEIN’S UNBIASED RISK ESTIMATOR |
| Shakarim Soltanayev; Ulsan National Institute of Science and Technology |
| Raja Giryes; Tel Aviv University |
| Se Young Chun; Ulsan National Institute of Science and Technology |
| Yonina Eldar; Weizmann Institute of Science |
| MLSP-P4.4: VARIABLE METRIC PROXIMAL GRADIENT METHOD WITH DIAGONAL BARZILAI-BORWEIN STEPSIZE |
| Youngsuk Park; Stanford university |
| Sauptik Dhar; LG Sillicon Valley Lab |
| Stephen Boyd; Stanford university |
| Mohak Shah; LG Sillicon Valley Lab |
| MLSP-P4.5: REVISIT OF ESTIMATE SEQUENCE FOR ACCELERATED GRADIENT METHOD |
| Bingcong Li; University of minnesota |
| Mario Coutino; Delft University of Technology |
| Georgios B. Giannakis; University of minnesota |
| MLSP-P4.6: A GENERALIZATION OF PRINCIPAL COMPONENT ANALYSIS |
| Samuele Battaglino; University of Illinois at Chicago |
| Erdem Koyuncu; University of Illinois at Chicago |
| MLSP-P4.7: AN EASY-TO-IMPLEMENT FRAMEWORK OF FAST SUBSPACE CLUSTERING FOR BIG DATA SETS |
| Linghang Meng; Tsinghua University |
| Yuchen Jiao; Tsinghua University |
| Yuantao Gu; Tsinghua University |
| MLSP-P4.8: INVESTIGATING GENERALIZATION IN NEURAL NETWORKS UNDER OPTIMALLY EVOLVED TRAINING PERTURBATIONS |
| Subhajit Chaudhury; University of Tokyo |
| Toshihiko Yamasaki; University of Tokyo |
| MLSP-P4.9: HETEROGENEOUS DOMAIN GENERALIZATION VIA DOMAIN MIXUP |
| Yufei Wang; University of Electronic Science and Technology of China |
| Haoliang Li; Nanyang Technological University |
| Alex Chichung Kot; Nanyang Technological University |
| MLSP-P4.10: PRESERVATION OF ANOMALOUS SUBGROUPS ON VARIATIONAL AUTOENCODER TRANSFORMED DATA |
| Samuel C. Maina; IBM Research |
| Reginald E. Bryant; IBM Research |
| William Ogallo; IBM Research |
| Robert-Florian Samoilescu; University Politehnica of Bucharest |
| Aisha Walcott-Bryant; IBM Research |
| Skyler Speakman; IBM Research |
| Celia Cintas; IBM Research |
| Kush R. Varshney; IBM Research |
| Komminist Weldemariam; IBM Research |
| MLSP-P4.11: LEARN-BY-CALIBRATING: USING CALIBRATION AS A TRAINING OBJECTIVE |
| Jayaraman J. Thiagarajan; Lawrence Livermore National Labs |
| Bindya Venkatesh; Arizona State University |
| Deepta Rajan; IBM Research |