Alexej Gossmann
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling. | Xudong Sun, Nutan Chen, Alexej Gossmann, Yu Xing, Matteo Wohlrapp, Emilio Dorigatti, Carla Feistner, Felix Drost, Daniele Scarcella, Lisa Beer, Carsten Marr |
| 2025 | ICML | "Who experiences large model decay and why?" A Hierarchical Framework for Diagnosing Heterogeneous Performance Drift. | Harvineet Singh, Fan Xia, Alexej Gossmann, Andrew Chuang, Julian C. Hong, Jean Feng |
| 2024 | AISTATS | Is this model reliable for everyone? Testing for strong calibration. | Jean Feng, Alexej Gossmann, Romain Pirracchio, Nicholas Petrick, Gene Pennello, Berkman Sahiner |
| 2024 | AISTATS | Monitoring machine learning-based risk prediction algorithms in the presence of performativity. | Jean Feng, Alexej Gossmann, Gene Pennello, Nicholas Petrick, Berkman Sahiner, Romain Pirracchio |
| 2023 | KDD | Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare. | Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner |
| 2023 | MICCAI | Deep Unsupervised Clustering for Conditional Identification of Subgroups Within a Digital Pathology Image Set. | Mariia Sidulova, Xudong Sun, Alexej Gossmann |
| 2022 | KDD | Workshop on Applied Data Science for Healthcare (DSHealth): Transparent and Human-centered AI. | Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner |
| 2022 | UAI | Sequential algorithmic modification with test data reuse. | Jean Feng, Gene Pennello, Nicholas Petrick, Berkman Sahiner, Romain Pirracchio, Alexej Gossmann |