Valentin Hartmann

20 papers A* 1A 2B 2Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cognitive Training for Language Models: Towards General Capabilities via Cross-Entropy Games.
CoRR
Clément Hongler, Franck Gabriel, Valentin Hartmann, Arthur Renard, Andrew Emil
2025 J jnl
TiME: Tiny Monolingual Encoders for Efficient NLP Pipelines.
CoRR
David Schulmeister, Valentin Hartmann, Lars Henning Klein, Robert West
2024 A* conf
Neural Redshift: Random Networks are not Random Functions.
CVPR
Damien Teney, Armand Mihai Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad
2024 J jnl
Neural Redshift: Random Networks are not Random Functions.
CoRR
Damien Teney, Armand Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad
2023 A conf
DiPPS: Differentially Private Propensity Scores for Bias Correction.
ICWSM
Liangwei Chen, Valentin Hartmann, Robert West
2023 — conf
Distribution Inference Risks: Identifying and Mitigating Sources of Leakage.
SaTML
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
2023 — conf
Language Model Decoding as Likelihood-Utility Alignment.
EACL (Findings)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
2023 J jnl
SoK: Memorization in General-Purpose Large Language Models.
CoRR
Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West
2022 J jnl
Differentially Private Propensity Scores for Bias Correction.
CoRR
Liangwei Chen, Valentin Hartmann, Robert West
2022 J jnl
Distribution inference risks: Identifying and mitigating sources of leakage.
CoRR
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West
2022 J jnl
Language Model Decoding as Likelihood-Utility Alignment.
CoRR
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West
2022 J jnl
On the Choice of Databases in Differential Privacy Composition.
CoRR
Valentin Hartmann, Vincent Bindschaedler, Robert West
2022 J jnl
Privacy accounting εconomics: Improving differential privacy composition via a posteriori bounds.
CoRR
Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp, Robert West
2022 J jnl
Privacy accounting εconomics: Improving differential privacy composition via a posteriori bounds.
Proc. Priv. Enhancing Technol.
Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp, Robert West
2021 B conf
KISS - A fast kNN-based Importance Score for Subspaces.
EDBT
Anna Beer, Ekaterina Allerborn, Valentin Hartmann, Thomas Seidl
2020 B conf
Orderings of Data - More Than a Tripping Hazard: Visionary.
SSDBM
Anna Beer, Valentin Hartmann, Thomas Seidl
2020 A conf
Privacy-Preserving Classification with Secret Vector Machines.
CIKM
Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West
2020 J jnl
Semi-discrete optimal transport: a solution procedure for the unsquared Euclidean distance case.
Math. Methods Oper. Res.
Valentin Hartmann, Dominic Schuhmacher
2019 J jnl
Privacy-Preserving Classification with Secret Vector Machines.
CoRR
Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West
2019 J jnl
Privacy-Preserving Distributed Learning with Secret Gradient Descent.
CoRR
Valentin Hartmann, Robert West