BD-P1: Optimization and Algorithms for Big Data |
| Session Type: Poster |
| Time: Thursday, May 16, 08:00 - 10:00 |
| Location: Poster Area C, Ground Floor |
| Session Chair: Kejun Huang , University of Florida |
| BD-P1.1: ITERATIVE HESSIAN SKETCH WITH MOMENTUM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ibrahim Kurban Ozaslan; Bilkent University |
| Mert Pilanci; Stanford University |
| Orhan Arikan; Bilkent University |
| BD-P1.2: LOW-RANK MATRIX APPROXIMATION BASED ON INTERMINGLED RANDOMIZED DECOMPOSITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Maboud Kaloorazi; Northwestern Polytechnical University |
| Jie Chen; Northwestern Polytechnical University |
| BD-P1.3: KERNEL RANDOM MATRICES OF LARGE CONCENTRATED DATA: THE EXAMPLE OF GAN-GENERATED IMAGES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mohamed El Amine Seddik; CEA List |
| Mohamed Tamaazousti; CEA List |
| Romain Couillet; GIPSA-lab - Grenoble University |
| BD-P1.4: BLOCK-RANDOMIZED STOCHASTIC PROXIMAL GRADIENT FOR CONSTRAINED LOW-RANK TENSOR FACTORIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xiao Fu; Oregon State University |
| Cheng Gao; Oregon State University |
| Hoi-To Wai; The Chinese University of Hong Kong |
| Kejun Huang; University of Florida |
| BD-P1.5: CANONICAL POLYADIC DECOMPOSITION OF A TENSOR THAT HAS MISSING FIBERS: A MONOMIAL FACTORIZATION APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mikael Sorensen; University of Virginia |
| Nicholas D. Sidiropoulos; University of Virginia |
| Lieven De Lathauwer; KU Leuven |
| BD-P1.6: SCALABLE GAUSSIAN PROCESS USING INEXACT ADMM FOR BIG DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yue Xu; Beijing University of Posts and Telecommunications |
| Feng Yin; The Chinese University of Hong Kong, Shenzhen and SRIBD |
| Jiawei Zhang; The Chinese University of Hong Kong, Shenzhen and SRIBD |
| Wenjun Xu; Beijing University of Posts and Telecommunications |
| Shuguang Cui; University of California, Davis; The Chinese University of Hong Kong, Shenzhen and SRIBD |
| Zhi-Quan Luo; The Chinese University of Hong Kong, Shenzhen and SRIBD |
| BD-P1.7: CONSTRUCTING AND COMPRESSING FRAMES IN BLOCKCHAIN-BASED VERIFIABLE MULTI-PARTY COMPUTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ravi Kiran Raman; University of Illinois at Urbana-Champaign |
| Kush Varshney; IBM Research |
| Roman Vaculin; IBM Research |
| Nelson Kibichii Bore; IBM Research |
| Sekou Remy; IBM Research |
| Eleftheria Pissadaki; IBM Research |
| Michael Hind; IBM Research |
| BD-P1.8: PROVABLY ACCELERATED RANDOMIZED GOSSIP ALGORITHMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nicolas Loizou; The University of Edinburgh |
| Michael Rabbat; Facebook AI Research |
| Peter Richtarik; The Univeristy of Edinburgh |
| BD-P1.9: COMPRESSED RANDOMIZED UTV DECOMPOSITIONS FOR LOW-RANK MATRIX APPROXIMATIONS IN DATA SCIENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Maboud Kaloorazi; PUC-Rio |
| Rodrigo C. de Lamare; PUC-Rio / University of York |
| BD-P1.10: DETECTION OF ROW-SPARSE MATRICES WITH ROW-STRUCTURE CONSTRAINTS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| David Gregoratti; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |
| Carlos Buelga; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |
| Xavier Mestre; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA) |