Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being -
SDG 14 Life Below Water
Fingerprint
Dive into the research topics where Stefanie Jegelka is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
AN INFORMATION CRITERION FOR CONTROLLED DISENTANGLEMENT OF MULTIMODAL DATA
Wang, C., Gupta, S., Zhang, X., Tonekaboni, S., Jegelka, S., Jaakkola, T. & Uhler, C., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 6198-6227 30 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
Soleymani, A., Tahmasebi, B., Jegelka, S. & Jaillet, P., 2025, In: Proceedings of Machine Learning Research. 258, p. 4816-4824 9 p.Research output: Contribution to journal › Conference article › peer-review
-
BEYOND INTERPRETABILITY: THE GAINS OF FEATURE MONOSEMANTICITY ON MODEL ROBUSTNESS
Zhang, Q., Wang, Y., Cui, J., Pan, X., Lei, Q., Jegelka, S. & Wang, Y., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 37938-37970 33 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
Wen, T., Wang, Y., Zeng, Z., Peng, Z., Su, Y., Liu, X., Chen, B., Liu, H., Jegelka, S. & You, C., 2025, In: Proceedings of Machine Learning Research. 267, p. 66520-66538 19 p.Research output: Contribution to journal › Conference article › peer-review
-
Computing Optimal Regularizers for Online Linear Optimization
Gatmiry, K., Schneider, J. & Jegelka, S., 2025, In: Proceedings of Machine Learning Research. 291Research output: Contribution to journal › Conference article › peer-review