8 citations · 10 across the 3 of their papers we have counts for
3 papers
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data
Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany
In this paper, we tackle the challenge of predicting stock movements in financial markets by introducing Higher Order Transformers, a novel architecture designed for processing mul…
Higher-Order Transformers With Kronecker-Structured Attention
Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany
Modern datasets are increasingly high-dimensional and multiway, often represented as tensor-valued data with multi-indexed variables. While Transformers excel in sequence modeling…
News Labeling as Early as Possible: Real or Fake?
Maryam Ramezani, Mina Rafiei, Soroush Omranpour +1
Making disguise between real and fake news propagation through online social networks is an important issue in many applications. The time gap between the news release time and det…