Algorithms
Video
Knowledge Distillation as Semiparametric Inference [Talk]
More accurate machine learning models often demand more computation and memory at test time, making them difficult to deploy on CPU- or memory-constrained devices. Knowledge distillation alleviates this burden by training a less expensive student…
Publication
Consistent k-Median: Simpler, Better and Robust
Video
Fairness-related harms in AI systems: Examples, assessment, and mitigation
AI has transformed modern life via previously unthinkable feats, from machines that can master the ancient board game Go and self-driving cars to developments we experience more routinely, such as virtual agents and personalized product…
