Description: Personal website for Michael Psenka
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Involvements on campus: Princeton Pianist Ensemble, Math Club, Princeton Data Science, Princeton ACM, HackPrinceton participant
Deep learning has shown impressive power in learning compact representations of otherwise complex data, such as images or natural language. While geometric methods like contrastive learning have proven to be beneficial for learning good representations, these methods are often impractical at scale and are traded off for hand-engineered hyperparameter tuning, data augmentation etc.