Research Design

Innovative approaches to enhance research design methodologies and practices.

A graphic with text reading 'Exploring Opportunities for D2C Startups in the Post-COVID-19 World.' It features a target with an arrow, a computer monitor displaying an upward graph, a calendar, a rocket icon, and a clipboard with colorful sticky notes.
A graphic with text reading 'Exploring Opportunities for D2C Startups in the Post-COVID-19 World.' It features a target with an arrow, a computer monitor displaying an upward graph, a calendar, a rocket icon, and a clipboard with colorful sticky notes.
Data Curation

Curating datasets to mitigate algorithmic discrimination in research.

A dimly lit room with a desk featuring two screens displaying global COVID-19 statistics. A large monitor shows a world map with colored markers indicating various locations, alongside numerical data and graphs. A laptop is positioned nearby, also displaying a map with data, and an open notebook sits on the desk. A small lamp with a subtle glow provides additional lighting.
A dimly lit room with a desk featuring two screens displaying global COVID-19 statistics. A large monitor shows a world map with colored markers indicating various locations, alongside numerical data and graphs. A laptop is positioned nearby, also displaying a map with data, and an open notebook sits on the desk. A small lamp with a subtle glow provides additional lighting.
Counterfactuals

Generating synthetic data to explore diverse research scenarios.

A collection of circular artifacts is displayed on a surface with a textured background featuring abstract patterns. The artifacts are arranged in a formation and numbered labels are attached to some of them, suggesting a categorization or order. The background has a warm, earthy tone with lighter lines creating a contrast.
A collection of circular artifacts is displayed on a surface with a textured background featuring abstract patterns. The artifacts are arranged in a formation and numbered labels are attached to some of them, suggesting a categorization or order. The background has a warm, earthy tone with lighter lines creating a contrast.
A collection of various wine bottle corks piled together. The corks are made of different materials, including traditional cork and synthetic alternatives. Some have visible branding or logos imprinted on them, with faded text and designs. There are subtle variations in size and shape among the corks.
A collection of various wine bottle corks piled together. The corks are made of different materials, including traditional cork and synthetic alternatives. Some have visible branding or logos imprinted on them, with faded text and designs. There are subtle variations in size and shape among the corks.
Model Probing

Analyzing model behavior shifts through targeted probing techniques.

Attention Analysis

Examining attention patterns to improve model interpretability.

Insights

Transforming research design through innovative methodologies.

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