Technical Program
OMLSPb.PE: Optimization in Machine Learning and Signal Processing II |
| Symposium: Optimization in Machine Learning and Signal Processing |
| Session Type: Poster |
| Time: Tuesday, December 3, 13:30 - 15:30 |
| Location: Poster Area E |
| OMLSPb.PE.1: A ROBUST SEMI-SUPERVISED BOOSTING METHOD USING LINEAR PROGRAMMING |
| Shaodan Zhai; Wright State University |
| Tian Xia; Wright State University |
| Ming Tan; Wright State University |
| Shaojun Wang; Wright State University |
| OMLSPb.PE.2: GROUP SYMMETRY AND NON-GAUSSIAN COVARIANCE ESTIMATION |
| Ilya Soloveychik; The Hebrew University of Jerusalem |
| Ami Wiesel; The Hebrew University of Jerusalem |
| OMLSPb.PE.3: REGULARIZED STOCHASTIC BFGS ALGORITHM |
| Aryan Mokhtari; University of Pennsylvania |
| Alejandro Ribeiro; University of Pennsylvania |
| OMLSPb.PE.4: PHASE RETRIEVAL OF SPARSE SIGNALS FROM FOURIER TRANSFORM MAGNITUDE USING NON-NEGATIVE MATRIX FACTORIZATION |
| Mohammad Shukri Salman; Mevlana University |
| Alaa Eleyan; Mevlana University |
| Zeynel Deprem; Bilkent University |
| A. Enis Cetin; Bilkent University |
| OMLSPb.PE.5: EXACT OPTIMIZATION CONDITIONS FOR DISCRETE LINEAR INVERSE PROBLEMS |
| Ahmet Tuysuzoglu; Boston University |
| Emre Yilmaz; Bilkent University |
| W. Clem Karl; Boston University |
| David Castanon; Boston University |
| OMLSPb.PE.6: EXPLORING THE INTERSECTION OF ACTIVE LEARNING AND STOCHASTIC CONVEX OPTIMIZATION |
| Aaditya Ramdas; Carnegie Mellon University |
| Aarti Singh; Carnegie Mellon University |
| OMLSPb.PE.7: WHEN ARE OVERCOMPLETE REPRESENTATIONS IDENTIFIABLE? UNIQUENESS OF TENSOR DECOMPOSITIONS UNDER EXPANSION CONSTRAINTS |
| Animashree Anandkumar; University of California, Irvine |
| Daniel Hsu; Microsoft Research |
| Majid Janzamin; University of California, Irvine |
| Sham Kakade; Microsoft Research |
| OMLSPb.PE.8: A CONVEX METHOD FOR LEARNING D-VALUED MODELS |
| Amin Jalali; University of Washington |
| Maryam Fazel; University of Washington |
| OMLSPb.PE.9: FROM COMPRESSION TO COMPRESSED SENSING |
| Shirin Jalali; New York University |
| Arian Maleki; Columbia University |
| OMLSPb.PE.10: LOW RANK APPROXIMATIONS FOR QUADRATIC MAXIMIZATION |
| Dimitris Papailiopoulos; University of Texas at Austin |
| Alexandros Dimakis; The University of Texas at Austin |
| OMLSPb.PE.11: ROBUST LARGE-SCALE NON-NEGATIVE MATRIX FACTORIZATION USING PROXIMAL POINT ALGORITHM |
| Jason Gejie Liu; Tufts University |
| Shuchin Aeron; Tufts University |