Efficient image dataset classification difficulty estimation for predicting deep-learning accuracyFlorian ScheideggerRoxana Istrateet al.2020Visual Computer
Predicting retrosynthetic pathways using transformer-based models and a hyper-graph exploration strategyPhilippe SchwallerRiccardo Petragliaet al.2020Chemical Science
Constrained deep neural network architecture search for IoT devices accounting for hardware calibrationFlorian ScheideggerLuca Beniniet al.2019NeurIPS 2019
Application of geocognitive technologies to basin & petroleum system analysesPaolo RuffoMarco Piantanidaet al.2019ADIP 2019
Molecular Transformer: A Model for Uncertainty-Calibrated Chemical Reaction PredictionPhilippe SchwallerTeodoro Lainoet al.2019ACS Central Science
Parallel general purpose multiobjective optimization framework with application to electron beam dynamicsN. NeveuL. Spentzouriset al.2019PRAB
TAPAS: Train-less accuracy predictor for architecture searchRoxana IstrateFlorian Scheideggeret al.2019AAAI 2019
Corpus conversion service: A machine learning platform to ingest documents at scalePeter StaarM. Dolfiet al.2018KDD 2018
A scalable iterative dense linear system solver for multiple right-hand sides in data analyticsVassilis KalantzisCristiano Malossiet al.2018Parallel Computing