Innovative Data Exploration Laboratory (InDeX Lab)
UIC-InDeXLab
This is an academic research group directed by Dr. Abolfazl Asudeh, at the Computer Science department of the University of Illinois at Chicago.
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Top Repositories
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks
Needle: A Database for Image Content Retrieval using Natural Language Queries
Maximizing Neutrality in News Ordering
Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities
Fair Entity Matching: A Fairness Suite for Auditing Entity Matching Approaches
Repositories
39An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks
Kernel level implementation of RSR.
No description provided.
UIC InDeX Lab Webpage
Random-Access Ranked Retrieval and Similarity Search
Needle: A Database for Image Content Retrieval using Natural Language Queries
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HENN: A Hierarchical Epsilon Net Navigation Graph for Approximate Nearest Neighbor Search
Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks
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FairNet is a Python implementation for geometric sampling algorithms, including ε-nets, ε-samples, and geometric hitting sets.
Mining the Minoria: Unknown, Under-represented, Under-performing minority groups.
Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities
Maximizing Neutrality in News Ordering
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Fair Entity Matching: A Fairness Suite for Auditing Entity Matching Approaches
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This repository contains the implemented algorithms and experiments for the 'Fair Set Cover' project.
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