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Showing results 1 to 7 of 7

1
A system–theoretic perspective on continuous–depth deep learning = 지속적인 심층 학습에 대한 시스템-이론적 관점link

Poli, Michael; Park, Jinkyoo; et al, 한국과학기술원, 2020

2
Differentiable Multiple Shooting Layers

Massaroli, Stefano; Poli, Michael; Sonoda, Sho; Suzuki, Taiji; Park, Jinkyoo; Yamashita, Atsushi; Asama, Hajime, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, pp.16532 - 16544, Neural information processing systems foundation, 2021-12

3
Dissecting Neural ODEs

Massaroli, Stefano; Poli, Michael; Park, Jinkyoo; Yamashita, Atsushi; Asma, Hajime, 34th Conference on Neural Information Processing Systems, NeurIPS 2020, The Neural Information Processing Systems, 2020-12-09

4
Hypersolvers: Toward Fast Continuous-Depth Models

Poli, Michael; Massaroli, Stefano; Yamashita, Atsushi; Asma, Hajime; Park, Jinkyoo, 34th Conference on Neural Information Processing Systems, NeurIPS 2020, The Neural Information Processing Systems, 2020-12-09

5
Learning Stochastic Optimal Policies via Gradient Descent

Massaroli, Stefano; Poli, Michael; Peluchetti, Stefano; Park, Jinkyoo; Yamashita, Atsushi; Asama, Hajime, IEEE CONTROL SYSTEMS LETTERS, v.6, pp.1094 - 1099, 2022

6
Port-Hamiltonian Approach to Neural Network Training

Massaroli, Stefano; Poli, Michael; Califano, F.; Faragasso, Angela; Park, Jinkyoo; Yamashita, Atsushi; Asama, Hajime, 58th IEEE Conference on Decision and Control, CDC 2019, pp.6799 - 6806, IEEE, 2019-12-12

7
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series

Poli, Michael; Park, Jinkyoo; Ilievski, Ilija, Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence, IJCAI 2020, International Joint Conferences on Artificial Intelligence Organization, 2020-07-15

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