Search Results for author: Jaewook J. Suh

Found 2 papers, 1 papers with code

Numerical Analysis of HiPPO-LegS ODE for Deep State Space Models

no code implementations11 Dec 2024 Jaesung R. Park, Jaewook J. Suh, Ernest K. Ryu

In deep learning, the recently introduced state space models utilize HiPPO (High-order Polynomial Projection Operators) memory units to approximate continuous-time trajectories of input functions using ordinary differential equations (ODEs), and these techniques have shown empirical success in capturing long-range dependencies in long input sequences.

State Space Models

Optimization Algorithm Design via Electric Circuits

1 code implementation4 Nov 2024 Stephen P. Boyd, Tetiana Parshakova, Ernest K. Ryu, Jaewook J. Suh

We present a novel methodology for convex optimization algorithm design using ideas from electric RLC circuits.

Distributed Optimization

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