158 citations · 200 across the 5 of their papers we have counts for
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astro-ph.CO2021★ 12 cited
Primordial power spectra from -inflation with curvature
Zakhar Shumaylov, Will Handley
We investigate the primordial power spectra for general kinetic inflation models that support a period of kinetic dominance in the case of curved universes. We present derivations…
cs.LG2021★ 7 cited
Manipulating SGD with Data Ordering Attacks
Ilia Shumailov, Zakhar Shumaylov, Dmitry Kazhdan +4
Machine learning is vulnerable to a wide variety of attacks. It is now well understood that by changing the underlying data distribution, an adversary can poison the model trained…