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-41: Deep Learning Optimization

Session Type: Poster
Time: Friday, 11 June, 11:30 - 12:15
Location: Gather.Town
Session Chair: Mert Pilanci, Stanford University
 
MLSP-41.1: CONVEX NEURAL AUTOREGRESSIVE MODELS: TOWARDS TRACTABLE, EXPRESSIVE, AND THEORETICALLY-BACKED MODELS FOR SEQUENTIAL FORECASTING AND GENERATION
         Vikul Gupta; Stanford University
         Burak Bartan; Stanford University
         Tolga Ergen; Stanford University
         Mert Pilanci; Stanford University
 
MLSP-41.2: INERTIAL PROXIMAL DEEP LEARNING ALTERNATING MINIMIZATION FOR EFFICIENT NEUTRAL NETWORK TRAINING
         Linbo Qiao; National University of Defense Technology
         Tao Sun; National University of Defense Technology
         Hengyue Pan; National University of Defense Technology
         Dongsheng Li; National University of Defense Technology
 
MLSP-41.3: KALMAN OPTIMIZER FOR CONSISTENT GRADIENT DESCENT
         Xingyi Yang; University of California, San Diego
 
MLSP-41.4: KALMANNET: DATA-DRIVEN KALMAN FILTERING
         Guy Revach; ETH Zurich
         Nir Shlezinger; Ben-Gurion University of the Negev
         Ruud J. G. van Sloun; Eindhoven University of Technology, and with Phillips Research
         Yonina C. Eldar; Weizmann Institute of Science
 
MLSP-41.5: HCGM-NET: A DEEP UNFOLDING NETWORK FOR FINANCIAL INDEX TRACKING
         Ruben Pauwels; VRIJE UNIVERSITEIT BRUSSELS
         Evaggelia Tsiligianni; University of Ioannina
         Nikos Deligiannis; VRIJE UNIVERSITEIT BRUSSELS
 
MLSP-41.6: AUGMENTING TRANSFERRED REPRESENTATIONS FOR STOCK CLASSIFICATION
         Elizabeth Fons; University of Manchester
         Paula Dawson; AllianceBernstein
         Xiao-jun Zeng; University of Manchester
         John Keane; University of Manchester
         Alexandros Iosifidis; Aarhus University