Juspreet Singh Sandhu

Potential Hessian Ascent III: Sampling the Sherrington–Kirkpatrick Model at Beta < 1/2 Ewan Davies, Holden Lee, Juspreet Singh Sandhu, Jonathan Shi arxiv.org/abs/2605.03718 [𝚖𝚊𝚝𝚑.𝙿𝚁 𝚌𝚜.𝙳𝚂 𝚖𝚊𝚝𝚑-𝚙𝚑]

What Albert Einstein was to 20th-century physics, Alexander Grothendieck was to 20th-century mathematics. quantamagazine.org/how-alexander-…

With @oldheneel & @jtnshi (+ Ewan), we extend the PHA framework developed to optimize the SK model to become a negligible TVD-error sampler for beta < 1/2. 2 key conceptual observations: PHA implements ASL at high-temperature + Jarzynski's gives a way to rejection sample 1/2

With @oldheneel & @jtnshi (+ Ewan), we extend the PHA framework developed to optimize the SK model to become a negligible TVD-error sampler for beta < 1/2. 2 key conceptual observations: PHA implements ASL at high-temperature + Jarzynski's gives a way to rejection sample 1/2