T. Konstantin Rusch

A Survey on Oversmoothing in Graph Neural Networks

T. Konstantin Rusch, Michael M. Bronstein, Siddhartha Mishra · arXiv (Cornell University) · 2023 · 82 citations · Full text

Computing, Computer Science, Feature Engineering +14

Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and\n (gradient) stable architecture for learning long time dependencies

T. Konstantin Rusch, Siddhartha Mishra · arXiv (Cornell University) · 2020 · 23 citations · Full text

Life Sciences, Computer Science, Computational Neuroscience +16

Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies

T. Konstantin Rusch, Siddhartha Mishra · arXiv (Cornell University) · 2020 · 15 citations · Full text

Life Sciences, Computer Science, Computational Neuroscience +16

Higher-Order Quasi-Monte Carlo Training of Deep Neural Networks

Marcello Longo, Siddhartha Mishra, T. Konstantin Rusch et al. · SIAM Journal on Scientific Computing · 2021 · 15 citations

Computing, Computer Science, Artificial Intelligence +8

Enhancing Accuracy of Deep Learning Algorithms by Training with Low-Discrepancy Sequences

Siddhartha Mishra, T. Konstantin Rusch · SIAM Journal on Numerical Analysis · 2021 · 14 citations · Full text

Computing, Computer Science, Data Mining +8