Search Results for author: Sam Silva

Found 2 papers, 2 papers with code

Discovering New Interpretable Conservation Laws as Sparse Invariants

1 code implementation31 May 2023 Ziming Liu, Patrick Obin Sturm, Saketh Bharadwaj, Sam Silva, Max Tegmark

Discovering conservation laws for a given dynamical system is important but challenging.

Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset

1 code implementation8 Feb 2023 Sungduk Yu, Mike Pritchard, Po-Lun Ma, Balwinder Singh, Sam Silva

Hyperparameter optimization (HPO) is an important step in machine learning (ML) model development, but common practices are archaic -- primarily relying on manual or grid searches.

Hyperparameter Optimization

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