Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset. - Sungduk Yu; Mike Pritchard; Po-Lun Ma; Balwinder Singh; Sam Silva (CoRR, 2023)

Discovering New Interpretable Conservation Laws as Sparse Invariants. - Ziming Liu; Patrick Obin Sturm; Saketh Bharadwaj; Sam Silva; Max Tegmark (CoRR, 2023)