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Valentin Hartmann
Valentin Hartmann
PhD student, EPFL
Verified email at epfl.ch
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transport: Computation of optimal transport plans and Wasserstein distances
D Schuhmacher, B Bähre, C Gottschlich, V Hartmann, F Heinemann, ...
R package version 0.12–2, 2020
502020
Semi-discrete optimal transport: a solution procedure for the unsquared Euclidean distance case
V Hartmann, D Schuhmacher
Mathematical Methods of Operations Research 92 (1), 133-163, 2020
222020
Privacy-preserving classification with secret vector machines
V Hartmann, K Modi, JM Pujol, R West
Proceedings of the 29th ACM International Conference on Information …, 2020
212020
transport: Computation of Optimal Transport Plans and Wasserstein Distances, r package version 0.11-1
D Schuhmacher, B Bähre, C Gottschlich, V Hartmann, F Heinemann, ...
132019
Privacy-preserving distributed learning with secret gradient descent
V Hartmann, R West
arXiv preprint arXiv:1906.11993, 2019
112019
Distribution inference risks: Identifying and mitigating sources of leakage
V Hartmann, L Meynent, M Peyrard, D Dimitriadis, S Tople, R West
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 136-149, 2023
102023
Semi-discrete optimal transport-the case p= 1
V Hartmann, D Schuhmacher
arXiv preprint arXiv:1706.07650, 2017
102017
Package ‘transport’
D Schuhmacher, B Bähre, N Bonneel, C Gottschlich, V Hartmann, ...
R package version 1 (4), 2024
62024
SoK: Memorization in General-Purpose Large Language Models
V Hartmann, A Suri, V Bindschaedler, D Evans, S Tople, R West
arXiv preprint arXiv:2310.18362, 2023
52023
A geometry-based approach for solving the transportation problem with Euclidean cost
V Hartmann
arXiv preprint arXiv:1706.07403, 2017
32017
Language Model Decoding as Likelihood-Utility Alignment
M Josifoski, M Peyrard, F Rajic, J Wei, D Paul, V Hartmann, B Patra, ...
arXiv preprint arXiv:2210.07228, 2022
22022
DiPPS: Differentially Private Propensity Scores for Bias Correction
L Chen, V Hartmann, R West
Proceedings of the International AAAI Conference on Web and Social Media 17 …, 2023
12023
Privacy accounting conomics: Improving differential privacy composition via a posteriori bounds
V Hartmann, V Bindschaedler, A Bentkamp, R West
arXiv preprint arXiv:2205.03470, 2022
12022
Neural Redshift: Random Networks are not Random Functions
D Teney, A Nicolicioiu, V Hartmann, E Abbasnejad
arXiv preprint arXiv:2403.02241, 2024
2024
On the Choice of Databases in Differential Privacy Composition
V Hartmann, V Bindschaedler, R West
arXiv preprint arXiv:2209.13697, 2022
2022
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