46 citations · 104 across the 35 of their papers we have counts for
3 papers · 1 filter
Type Safety with JSON Subschema
Andrew Habib, Avraham Shinnar, Martin Hirzel +1
JSON is a popular data format used pervasively in web APIs, cloud computing, NoSQL databases, and increasingly also machine learning. JSON Schema is a language for declaring the st…
Type-Driven Automated Learning with Lale
Martin Hirzel, Kiran Kate, Avraham Shinnar +2
Machine-learning automation tools, ranging from humble grid-search to hyperopt, auto-sklearn, and TPOT, help explore large search spaces of possible pipelines. Unfortunately, each…
A semi-supervised deep learning algorithm for abnormal EEG identification
Subhrajit Roy, Kiran Kate, Martin Hirzel
Systems that can automatically analyze EEG signals can aid neurologists by reducing heavy workload and delays. However, such systems need to be first trained using a labeled datase…