4 papers
Catsteroseismology: Survey-based Analysis of Purr-mode Oscillations Suggests Inner Lives of Cats are Unknowable
Rae Holcomb, Christopher Lam
Catsteroseismology, or asterocatsmology, is an unexplored area of observational and theoretical research that proposes to use purr-mode oscillations to study the much-beloved but p…
LayeredSense: Hierarchical Recognition of Complex Daily Activities Using Wearable Sensors
Chak Man Lam
Daily activity recognition has gained prominence due to its applications in context-aware computing. Current methods primarily rely on supervised learning for detecting simple, rep…
A Systems Thinking Approach to Algorithmic Fairness
Chris Lam
Systems thinking provides us with a way to model the algorithmic fairness problem by allowing us to encode prior knowledge and assumptions about where we believe bias might exist i…
Debiasing Alternative Data for Credit Underwriting Using Causal Inference
Chris Lam
Alternative data provides valuable insights for lenders to evaluate a borrower's creditworthiness, which could help expand credit access to underserved groups and lower costs for b…