Gabriel Krummenacher

Wheel Defect Detection With Machine Learning

Gabriel Krummenacher, Cheng Soon Ong, Stefan Koller et al. · IEEE Transactions on Intelligent Transportation Systems · 2017 · 242 citations

Engineering, Machine Learning, Feature Detection +20

SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species

Đorđe Miladinović, Christine Muheim, Stefan Bauer et al. · PLoS Computational Biology · 2019 · 85 citations · Full text

Animal Sleep, Raw Eeg Recordings, Machine Learning +24

Near-optimal experimental design for model selection in systems biology

Alberto Giovanni Busetto, Alain Hauser, Gabriel Krummenacher et al. · Bioinformatics · 2013 · 51 citations · Full text

Fast and Robust Least Squares Estimation in Corrupted Linear Models

Brian McWilliams, Gabriel Krummenacher, Mario Lučić et al. · arXiv (Cornell University) · 2014 · 23 citations · Full text

Parameter Estimation, Engineering, High-dimensional Method +14

LOCO: Distributing Ridge Regression with Random Projections

Christina Heinze, Brian McWilliams, Nicolai Meinshausen et al. · arXiv (Cornell University) · 2014 · 17 citations · Full text

Large-scale Global Optimization, Cluster Computing, Engineering +16