Seuraa
Stephan Rabanser
Stephan Rabanser
University of Toronto & Vector Institute for Artificial Intelligence
Vahvistettu sähköpostiosoite verkkotunnuksessa cs.toronto.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Introduction to Tensor Decompositions and their Applications in Machine Learning
S Rabanser, O Shchur, S Günnemann
arXiv preprint arXiv:1711.10781, 2017
2032017
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift
S Rabanser, S Günnemann, Z Lipton
Advances in Neural Information Processing Systems, 1394-1406, 2019
1872019
The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models
S Rabanser, T Januschowski, V Flunkert, D Salinas, J Gasthaus
KDD Workshop on Mining and Learning from Time Series (MiLeTS) 2020, 2020
82020
p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
A Dziedzic, S Rabanser, M Yaghini, A Ale, MA Erdogdu, N Papernot
arXiv preprint arXiv:2207.12545, 2022
2022
Intrinsic Anomaly Detection for Multi-Variate Time Series
S Rabanser, T Januschowski, K Rasul, O Borchert, R Kurle, J Gasthaus, ...
arXiv preprint arXiv:2206.14342, 2022
2022
Selective Classification Via Neural Network Training Dynamics
S Rabanser, A Thudi, K Hamidieh, A Dziedzic, N Papernot
arXiv preprint arXiv:2205.13532, 2022
2022
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Artikkelit 1–6