Text mining with n-gram variables
Matthias Schonlau, Nick Guenther, Ilia Sucholutsky, "Text mining with n-gram variables." The Stata Journal, 2017.
Matthias Schonlau, Nick Guenther, Ilia Sucholutsky, "Text mining with n-gram variables." The Stata Journal, 2017.
Ilia Sucholutsky, Matthias Schonlau, "ConvART: Improving Adaptive Resonance Theory for Unsupervised Image Clustering." Journal of Computational Vision and Imaging Systems, 2018.
Ilia Sucholutsky, Matthias Schonlau, "Soft-Label Dataset Distillation and Text Dataset Distillation." 2021 International Joint Conference on Neural Networks (IJCNN), 2019.
Ilia Sucholutsky, Apurva Narayan, Matthias Schonlau, Sebastian Fischmeister, "Deep Learning for System Trace Restoration." The proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN), 2019.
Ilia Sucholutsky, Apurva Narayan, Matthias Schonlau, Sebastian Fischmeister, "Pay attention and you won’t lose it: a deep learning approach to sequence imputation." PeerJ Computer Science, 2019.
Ilia Sucholutsky, Matthias Schonlau, "`Less Than One'-Shot Learning: Learning N Classes From M$<$ N Samples." The proceedings of the Proceedings of the AAAI Conference on Artificial Intelligence, 2021.
Ilia Sucholutsky, Nam-Hwui Kim, Ryan Browne, Matthias Schonlau, "One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes." 2021 International Joint Conference on Neural Networks (IJCNN), 2021.
Ilia Sucholutsky, Matthias Schonlau, "Optimal 1-NN prototypes for pathological geometries." PeerJ Computer Science, 2021.
Ilia Sucholutsky, Matthias Schonlau, "SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract)." The proceedings of the Proceedings of the AAAI Conference on Artificial Intelligence, 2021.
Talk at University of Waterloo, Realtime Embedded Systems Group, Waterloo, Ontario
Talk at Statistical Society of Canada, 2019 Annual Meeting, Montreal, Quebec
Talk at University of Waterloo, Data Science Club, Waterloo, Ontario
Talk at StartAI 2019, Toronto, Ontario
Talk at 4th Annual Conference on Vision and Intelligent Systems, Waterloo, Ontario
Talk at 2019 International Joint Conference on Neural Networks, Budapest, Hungary