2 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
Median randomized quasi-Monte Carlo for nested integration
Arved Bartuska, Yang Liu, Raúl Tempone
Nested integrals where and $\boldsymbo…
Score-Based Martingale Posteriors for Deep Neural Networks
Abylay Zhumekenov, Ajay Jasra, Mohamed Maama +1
In this paper we investigate the efficacy of the score-based martingale posteriors (SMP) (Cui & Walker, 2025; Fong et al., 2023) in the context of modern and large-scale machine le…
Quasi-Monte Carlo with a Hankel random digital net
Takashi Goda, Yang Liu, Raúl Tempone
This paper proposes a new randomized design of digital nets in which the generating matrices are chosen to be random Hankel matrices. Compared with previous randomized designs of d…
PurSAMERE: Reliable Adversarial Purification via Sharpness-Aware Minimization of Expected Reconstruction Error
Vinh Hoang, Sebastian Krumscheid, Holger Rauhut +1
We propose a novel deterministic purification method to improve adversarial robustness by mapping a potentially adversarial sample toward a nearby sample that lies close to a mode…