4 citations · 8 across the 4 of their papers we have counts for
4 papers
Quantum-Inspired Tensor Neural Networks for Option Pricing
Raj G. Patel, Chia-Wei Hsing, Serkan Sahin +12
Recent advances in deep learning have enabled us to address the curse of dimensionality (COD) by solving problems in higher dimensions. A subset of such approaches of addressing th…
Quantum-Inspired Tensor Neural Networks for Partial Differential Equations
Raj Patel, Chia-Wei Hsing, Serkan Sahin +11
Partial Differential Equations (PDEs) are used to model a variety of dynamical systems in science and engineering. Recent advances in deep learning have enabled us to solve them in…
mulEEG: A Multi-View Representation Learning on EEG Signals
Vamsi Kumar, Likith Reddy, Shivam Kumar Sharma +4
Modeling effective representations using multiple views that positively influence each other is challenging, and the existing methods perform poorly on Electroencephalogram (EEG) s…
Attentive Recurrent Tensor Model for Community Question Answering
Gaurav Bhatt, Shivam Sharma, Balasubramanian Raman
A major challenge to the problem of community question answering is the lexical and semantic gap between the sentence representations. Some solutions to minimize this gap includes…