Author

Celestine Mendler-Dünner

Observed names: Celestine Duenner, Celestine Dunner, Celestine Dünner, Celestine Mendler-D\"unner, Celestine Mendler-Dunner, D¨unner, Celestine, DÃ¼nner, Celestine, Dünner, Celestine, Mendler-D¨unner, Celestine, Mendler-DÃ¼nner, Celestine, Mendler-Dünner, Celestine

Institutions: Tübingen AI Center, ELLIS Institute Tübingen

Observed institutions: IBM (United States), Max Planck Society, ETH Zurich, IBM Research - Zurich, Max Planck Institute for Intelligent Systems, Tübingen AI Center, Communication Technology Laboratory, Computer Vision Laboratory, ELLIS Institute Tübingen, École Polytechnique Fédérale de Lausanne, University of California, Berkeley

ORCID: 0000-0002-9880-7173

Observed ORCID: 0000-0002-9880-7173

OpenAlex ID: A5013807314

Performative Prediction

2020 · Perdomo, Juan C., Zrnic, Tijana, et al. · arXiv (Cornell University) · 82

Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering

2017 · Reinhard Heckel, Michail Vlachos, et al. · IEEE International Conference on Data Engineering (ICDE) · 56

Questioning the Survey Responses of Large Language Models

2024 · Ricardo Dominguez-Olmedo, Moritz Hardt, et al. · neural information processing systems · 47

Computer algorithms for three-dimensional measurement of humeral anatomy: analysis of 140 paired humeri

2015 · Lazaros Vlachopoulos, Celestine Dünner, et al. · Journal of Shoulder and Elbow Surgery · 43

Revisiting Design Choices in Proximal Policy Optimization

2020 · Hsu, Chloe Ching-Yun, Mendler-Dünner, Celestine, et al. · arXiv (Cornell University) · 40

Linear-complexity relaxed word Mover's distance with GPU acceleration

2017 · Kubilay Atasu, Thomas Parnell, et al. · IEEE International Conference on Big Data (BigData) · 40

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems

2018 · Michail Vlachos, Celestine Dunner, et al. · IEEE Transactions on Knowledge and Data Engineering · 33

Stochastic Optimization for Performative Prediction

2020 · Mendler-Dünner, Celestine, Perdomo, Juan C., et al. · arXiv (Cornell University) · 25

A Novel Method for the Approximation of Humeral Head Retrotorsion Based on Three-Dimensional Registration of the Bicipital Groove

2018 · Lazaros Vlachopoulos, Fabio Carrillo, et al. · Journal of Bone and Joint Surgery · 12

Understanding and optimizing the performance of distributed machine learning applications on apache spark

2017 · Celestine Dunner, Thomas Parnell, et al. · IEEE International Conference on Big Data (BigData) · 12

Differentially Private Stochastic Coordinate Descent

2021 · Georgios Damaskinos, Celestine Mendler-Dünner, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 11

Primal-Dual Rates and Certificates

2016 · Dünner, Celestine, Forte, Simone, et al. · arXiv (Cornell University) · 11

Large-scale stochastic learning using GPUs

2017 · Thomas Parnell, Celestine Duenner, et al. · IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum · 10

Performative Prediction: Past and Future

2025 · Moritz Hardt, Celestine Mendler-Dünner · Statistical Science · 9

Performative Power

2022 · Hardt, Moritz, Jagadeesan, Meena, et al. · arXiv (Cornell University) · 9

Sampling Acquisition Functions for Batch Bayesian Optimization

2019 · De Palma, Alessandro, Mendler-Dünner, Celestine, et al. · arXiv (Cornell University) · 8

Snap ML: A Hierarchical Framework for Machine Learning

2018 · Dünner, Celestine, Parnell, Thomas, et al. · arXiv (Cornell University) · 8

Decline Now: A Combinatorial Model for Algorithmic Collective Action

2025 · Dorothee Sigg, Moritz Hardt, et al. · CHI Conference on Human Factors in Computing Systems · 4

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

2024 · Joachim Baumann, Celestine Mendler-Dünner · neural information processing systems · 4

Performative Prediction: Past and Future

2023 · Hardt, Moritz, Mendler-Dünner, Celestine · arXiv (Cornell University) · 4

Anticipating Performativity by Predicting from Predictions

2022 · Celestine Mendler-Dünner, Frances Ding, et al. · neural information processing systems · 4

Breadth-first, Depth-next Training of Random Forests

2019 · Anghel, Andreea, Ioannou, Nikolas, et al. · arXiv (Cornell University) · 4

Tera-scale coordinate descent on GPUs

2018 · Thomas Parnell, Celestine Dünner, et al. · Future Generation Computer Systems · 4

Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems

2017 · Dünner, Celestine, Parnell, Thomas, et al. · arXiv (Cornell University) · 4

Capacity of the MLC NAND Flash Channel

2016 · Thomas Parnell, Celestine Dunner, et al. · IEEE Journal on Selected Areas in Communications · 4

Works count: 62

Citation count: 536

H-index: 11

I10-index: 14