Valentin Hartmann

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Differentially Private

Top Venues

Publications

Damien Teney, Armand Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad
Neural Redshift: Random Networks are not Random Functions. CoRR (2024)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
Language Model Decoding as Likelihood-Utility Alignment. EACL (Findings) (2023)
Liangwei Chen, Valentin Hartmann, Robert West
DiPPS: Differentially Private Propensity Scores for Bias Correction. ICWSM (2023)
Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West
SoK: Memorization in General-Purpose Large Language Models. CoRR (2023)
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
Distribution Inference Risks: Identifying and Mitigating Sources of Leakage. SaTML (2023)
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
Distribution inference risks: Identifying and mitigating sources of leakage. CoRR (2022)
Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp, Robert West
Privacy accounting εconomics: Improving differential privacy composition via a posteriori bounds. CoRR (2022)
Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp, Robert West
Privacy accounting εconomics: Improving differential privacy composition via a posteriori bounds. Proc. Priv. Enhancing Technol. 2022 (3) (2022)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West
Language Model Decoding as Likelihood-Utility Alignment. CoRR (2022)
Valentin Hartmann, Vincent Bindschaedler, Robert West
On the Choice of Databases in Differential Privacy Composition. CoRR (2022)
Liangwei Chen, Valentin Hartmann, Robert West
Differentially Private Propensity Scores for Bias Correction. CoRR (2022)
Anna Beer, Ekaterina Allerborn, Valentin Hartmann, Thomas Seidl
KISS - A fast kNN-based Importance Score for Subspaces. EDBT (2021)
Valentin Hartmann, Dominic Schuhmacher
Semi-discrete optimal transport: a solution procedure for the unsquared Euclidean distance case. Math. Methods Oper. Res. 92 (1) (2020)
Anna Beer, Valentin Hartmann, Thomas Seidl
Orderings of Data - More Than a Tripping Hazard: Visionary. SSDBM (2020)
Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West
Privacy-Preserving Classification with Secret Vector Machines. CIKM (2020)
Valentin Hartmann, Robert West
Privacy-Preserving Distributed Learning with Secret Gradient Descent. CoRR (2019)
Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West
Privacy-Preserving Classification with Secret Vector Machines. CoRR (2019)