LS
Lukasz Szpruch
cs.LGstat.MLcs.CRmath.PRcs.AIcs.NAmath.NAq-fin.CPcs.ITmath.CA
On Valency
published · living versionsW_kpq599ea·v1 · currentpublished
Stepwise Reasoning Verification: Don't Generate, Classify!
with Yifei Shi, Michalis Korakakis, Rami Aly, Eric Chamoun +1
1 version
W_sn3rp24t·v1published
Preprints & journals
15 papers in the corpus · 2011–2026Exposing Vulnerability Monoculture Through Systemic Adversarial Robustness2610.27353v1 · Leo Elmecker-Plakolm, Lukasz Szpruch, Avishek Joey Bose et al.2026 · 0 citationsarXiv
FraudTransformer: Time-Aware GPT for Transaction Fraud Detection2509.23712v2 · Gholamali Aminian, Andrew Elliott, Tiger Li et al.2025 · 0 citationsarXiv
Individualised Counterfactual Examples Using Conformal Prediction Intervals2505.22326v1 · James M. Adams, Gesine Reinert, Lukasz Szpruch et al.2025 · 0 citationsarXiv
Understanding Transfer Learning via Mean-field Analysis2410.17128v2 · Gholamali Aminian, \Lukasz Szpruch, Samuel N. Cohen2024 · 0 citationsarXiv
Generalization Error of Graph Neural Networks in the Mean-field Regime2402.07025v3 · Gholamali Aminian, Yixuan He, Gesine Reinert et al.2024 · 0 citationsarXiv
Mean-field Analysis of Generalization Errors2306.11623v1 · Gholamali Aminian, Samuel N. Cohen, \Lukasz Szpruch2023 · 1 citationarXiv
A Framework for Auditable Synthetic Data Generation2211.11540v1 · Florimond Houssiau, Samuel N. Cohen, Lukasz Szpruch et al.2022 · 2 citationsarXiv
TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data2211.06550v1 · Florimond Houssiau, James Jordon, Samuel N. Cohen et al.2022 · 18 citationsarXiv
Synthetic Data -- what, why and how?2205.03257v1 · James Jordon, Lukasz Szpruch, Florimond Houssiau et al.2022 · 119 citationsarXiv
Iterative Particle Approximation for McKean-Vlasov SDEs with application to Multilevel Monte Carlo estimation1706.00907v2 · Lukasz Szpruch, Shuren Tan, Alvin Tse2017 · 24 citationsarXiv
Full-Projection explicit FBSDE scheme for parabolic PDEs with superlinear nonlinearities1612.00078v2 · Arnaud Lionnet, Goncalos dos Reis, Lukasz Szpruch2016 · 1 citationarXiv
Time discretization of FBSDE with polynomial growth drivers and reaction-diffusion PDEs1309.2865v3 · Arnaud Lionnet, Goncalo dos Reis, Lukasz Szpruch2013 · 32 citationsAnnals of Applied Probability 2015, Vol. 25, No. 5, 2563-2625on Valency
Multilevel Monte Carlo methods for applications in finance1212.1377v1 · Mike Giles, Lukasz Szpruch2012 · 20 citationsarXiv
On Markovian solutions to Markov Chain BSDEs1111.5739v1 · Samuel N. Cohen, Lukasz Szpruch2011 · 22 citationsarXiv
A limit order book model for latency arbitrage1110.4811v1 · Samuel N. Cohen, Lukasz Szpruch2011 · 18 citationsarXiv
Career total: 24 works. 15 are in this corpus.
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