Christoph H. Lampert

Computer Science · Physical Sciences

40h-index12.7kcitations191works0.22yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(49), Domain Adaptation and Few-Shot Learning(48), Machine Learning and Data Classification(28), Advanced Neural Network Applications(24), Anomaly Detection Techniques and Applications(21)

Publications191 total

Adaptive Sampling for Private Worst-Case Group Optimization
arXiv (Cornell University)·2026Open Access
Adaptive Sampling for Private Worst-Case Group Optimization
arXiv (Cornell University)·2026Open Access
Matrix Factorization for Practical Continual Mean Estimation Under User-Level Differential Privacy
arXiv (Cornell University)·2026Open Access
Matrix Factorization for Practical Continual Mean Estimation Under User-Level Differential Privacy
ArXiv.org·2026Open Access
DP-$λ$CGD: Efficient Noise Correlation for Differentially Private Model Training
ArXiv.org·2026Open Access
DP-$λ$CGD: Efficient Noise Correlation for Differentially Private Model Training
arXiv (Cornell University)·2026Open Access
Differentiable Weightless Controllers: Learning Logic Circuits for Continuous Control
arXiv (Cornell University)·2025Open Access
Intriguing Properties of Robust Classification
2025
Differentially Private Federated $k$-Means Clustering with Server-Side Data
arXiv (Cornell University)·2025Open Access
Logic Gate Neural Networks are Good for Verification
arXiv (Cornell University)·2025Open Access
Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes
arXiv (Cornell University)·2025Open Access
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
arXiv (Cornell University)·2025Open Access
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions
arXiv (Cornell University)·2025Open Access
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD
arXiv (Cornell University)·2025Open Access
ASIDE: Architectural Separation of Instructions and Data in Language Models
arXiv (Cornell University)·2025Open Access
Continual Release Moment Estimation with Differential Privacy
arXiv (Cornell University)·2025Open Access
From Low Intrinsic Dimensionality to Non-Vacuous Generalization Bounds in Deep Multi-Task Learning
arXiv (Cornell University)·2025Open Access
Predicting the geolocation of tweets using transformer models on customized data
Journal of Spatial Information Science·2024· 3 citedOpen Access
Intriguing Properties of Robust Classification
arXiv (Cornell University)·2024Open Access
DP-KAN: Differentially Private Kolmogorov-Arnold Networks
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Matthew B. Blaschko(9), Sebastian Nowozin(5), Novi Quadrianto(4), Hannes Nickisch(3), Stefan Harmeling(3), Anastasia Pentina(3), Viktoriia Sharmanska(3), Thomas M. Breuel(3), Yongqin Xian(2), Bernt Schiele(2), Zeynep Akata(2), Alexander Kolesnikov(2), Thomas Hofmann(2), Mary Phuong(2), Adrian Ulges(2), Jan Peters(2), Arthur Gretton(2), Sylvestre-Alvise Rebuffi(1), Georg Sperl(1), Tinne Tuytelaars(1)