Enhancing the Accuracy and Fairness of Human Decision Making

Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

Compositional Morphology for Word Representations and Language Modelling

Multiple kernel learning, conic duality, and the SMO algorithm

Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis

Fortifying the future of cryptography

Democratizing data science

Learning to Rank Using Gradient Descent

A Nearly-Linear Time Framework for Graph-Structured Sparsity

Optimal and Adaptive Algorithms for Online Boosting