Fast temporal query on large EHR-derived data sources presents an emerging big data
challenge, as this query modality is intractable using conventional strategies that have not …

Ecological research, just as all Earth System Sciences, is becoming increasingly data-rich.
Tools for processing of “big data” are continuously developed to meet corresponding …

Computational Notebooks revolutionized how scientists, practitioners, and corporations
explore and communicate through data. Notebooks fostered a culture of transparency and …

We introduce Ordalia, a novel approach for speeding up deep learning hyperparameter
optimization search through early-pruning of less promising configurations. Our method …

I introduce novel concentration-of-measure bounds for the supremum deviation, several
variance concepts, and a family of game-theoretic welfare functions. In particular, I introduce …

Introduction My research has always been broadly interdisciplinary, with a focus on
introducing rigorous modern statistical techniques and finite-sample concentration-of …