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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