IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-28: Machine Learning for Social Sciences
Tue, 10 May, 22:00 - 22:45 China Time (UTC +8)
Tue, 10 May, 14:00 - 14:45 UTC
Location: Gather Area G
Session Chair: Nikolaos Passalis, Aristotle University of Thessaloniki
Track: Machine Learning for Signal Processing

MLSP-28.1: NEIGHBOR-AUGMENTED TRANSFORMER-BASED EMBEDDING FOR RETRIEVAL
Jihai Zhang, Fangquan Lin, Wei Jiang, Cheng Yang, Alibaba Group, China; Gaoge Liu, Columbia University, United States of America

MLSP-28.2: SENTIMENT-AWARE DISTILLATION FOR BITCOIN TREND FORECASTING UNDER PARTIAL OBSERVABILITY
Georgios Panagiotatos, Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas, Aristotle University of Thessaloniki, Greece

MLSP-28.3: ROBUST NONPARAMETRIC DISTRIBUTION FORECAST WITH BACKTEST-BASED BOOTSTRAP AND ADAPTIVE RESIDUAL SELECTION
Longshaokan Wang, Mina Georgieva, Paulo Machado, Abinaya Ulagappa, Safwan Ahmed, Yan Lu, Arjun Bakshi, Farhad Ghassemi, Amazon, United States of America; Lingda Wang, University of Illinois at Urbana-Champaign, United States of America

MLSP-28.4: VARIATIONAL BAYESIAN GRAPH CONVOLUTIONAL NETWORK FOR ROBUST COLLABORATIVE FILTERING
Nozomu Onodera, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama, Hokkaido University, Japan

MLSP-28.5: FINT: FIELD-AWARE INTERACTION NEURAL NETWORK FOR CLICK-THROUGH RATE PREDICTION
Zhishan Zhao, Guohui Liu, iQIYI Inc., China; Sen Yang, Dawei Feng, Kele Xu, National University of Defense Technology, China

MLSP-28.6: MAKING THE UNKNOWN MORE CERTAIN: A STACKED ENSEMBLE CLASSIFIER FOR OPEN GESTURE RECOGNITION WITH A SOCIAL ROBOT
Heike Brock, Randy Gomez, Honda Research Institute Japan, Co Ltd., Japan