|
Workshop
|
|
Equity-Aware Spatial-Temporal Workload Shifting for Sustainable AI Data Centers
Mohammad Jaminur Islam · Shaolei Ren
|
|
|
Poster
|
Thu 11:00
|
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
Jiayun Wu · Jiashuo Liu · Peng Cui · Steven Wu
|
|
|
Workshop
|
|
Incremental Uncertainty-aware Performance Monitoring with Labeling Intervention
Alexander Koebler · Thomas Decker · Ingo Thon · Volker Tresp · Florian Buettner
|
|
|
Poster
|
Wed 11:00
|
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
Kai Helli · David Schnurr · Noah Hollmann · Samuel Müller · Frank Hutter
|
|
|
Workshop
|
Sun 9:30
|
Lightning Talk: Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
|
|
|
Workshop
|
|
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
David Schnurr · Kai Helli · Noah Hollmann · Samuel Müller · Frank Hutter
|
|
|
Poster
|
Fri 11:00
|
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
Yuli Slavutsky · Yuval Benjamini
|
|
|
Poster
|
Thu 16:30
|
Efficient Discrepancy Testing for Learning with Distribution Shift
Gautam Chandrasekaran · Adam Klivans · Vasilis Kontonis · Konstantinos Stavropoulos · Arsen Vasilyan
|
|
|
Poster
|
Fri 11:00
|
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
Pratiksha Thaker · Amrith Setlur · Steven Wu · Virginia Smith
|
|
|
Workshop
|
Sat 15:45
|
Conformal Prediction Adaptive to Unknown Subpopulation Shifts
Nien-Shao Wang · Sai Praneeth Karimireddy
|
|
|
Poster
|
Fri 11:00
|
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
Taejong Joo · Diego Klabjan
|
|
|
Poster
|
Fri 11:00
|
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
Shirley Wu · Kaidi Cao · Bruno Ribeiro · James Zou · Jure Leskovec
|
|
