GitHub / uiuctml 1 Repository
UIUC Trustworthy ML Lab
uiuctml/fair-classification
Post-processing for fair classification
Language: Jupyter Notebook - Size: 5.67 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 15 - Forks: 3

uiuctml/TaskVectorBasis
[Arxiv] Code repo for the paper entitled "Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable Approach"
Language: Python - Size: 290 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

uiuctml/OTCPCC
[ICLR '25] Code repo for the paper entitled "Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport" at ICLR 2025
Language: Python - Size: 3.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

uiuctml/GeospatialFM
Language: Python - Size: 284 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

uiuctml/HypStructure
[NeurIPS '24] Code repo for the paper entitled "Learning Structured Representations with Hyperbolic Embeddings" at NeurIPS 2024
Language: Python - Size: 1.95 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0

uiuctml/GOAT
[JMLR] Gradual Domain Adaptation: Theory and Algorithms
Language: Python - Size: 24.4 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 2

uiuctml/Localize-and-Stitch
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
Language: Python - Size: 176 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 22 - Forks: 0

uiuctml/HierarchyCPCC
Language: Python - Size: 1.77 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 2

uiuctml/Sum-Product-Networks
C++ implementation of parameter learning algorithms for Sum-Product Networks, aka Probabilistic Circuits
Language: C++ - Size: 1.23 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 4

uiuctml/ISR
Invariant-feature Subspace Recovery (ISR)
Language: Python - Size: 2.53 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 5

uiuctml/ExcessMTL
[ICML 2024] Robust Multi-Task Learning with Excess Risks
Language: Python - Size: 4.53 MB - Last synced at: 9 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0
