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2020 – today
- 2022
[i12]Mark Collier, Rodolphe Jenatton, Efi Kokiopoulou, Jesse Berent:
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. CoRR abs/2202.09244 (2022)- 2021
- [c4]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent:
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CVPR 2021: 1551-1560 - [i11]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent:
Correlated Input-Dependent Label Noise in Large-Scale Image Classification. CoRR abs/2105.10305 (2021) - [i10]Zachary Nado, Neil Band, Mark Collier, Josip Djolonga, Michael W. Dusenberry, Sebastian Farquhar, Angelos Filos, Marton Havasi, Rodolphe Jenatton, Ghassen Jerfel, Jeremiah Liu, Zelda Mariet, Jeremy Nixon, Shreyas Padhy, Jie Ren, Tim G. J. Rudner
, Yeming Wen, Florian Wenzel, Kevin Murphy, D. Sculley, Balaji Lakshminarayanan, Jasper Snoek, Yarin Gal, Dustin Tran:
Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning. CoRR abs/2106.04015 (2021) - [i9]Vincent Fortuin, Mark Collier, Florian Wenzel, James Urquhart Allingham, Jeremiah Liu, Dustin Tran, Balaji Lakshminarayanan, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou:
Deep Classifiers with Label Noise Modeling and Distance Awareness. CoRR abs/2110.02609 (2021) - 2020
- [i8]Mark Collier, Basil Mustafa, Efi Kokiopoulou, Jesse Berent:
Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise. CoRR abs/2003.06778 (2020) - [i7]Mark Collier, Alfredo Nazábal, Christopher K. I. Williams:
VAEs in the Presence of Missing Data. CoRR abs/2006.05301 (2020) - [i6]Mark Collier, Efi Kokiopoulou, Andrea Gesmundo, Jesse Berent:
Routing Networks with Co-training for Continual Learning. CoRR abs/2009.04381 (2020)
2010 – 2019
- 2019
- [c3]Mark Collier, Joeran Beel:
Memory-Augmented Neural Networks for Machine Translation. MTSummit (1) 2019: 172-181 - [i5]Mark Collier, Joeran Beel:
Memory-Augmented Neural Networks for Machine Translation. CoRR abs/1909.08314 (2019) - [i4]Mark Collier, Hector Urdiales:
Scalable Deep Unsupervised Clustering with Concrete GMVAEs. CoRR abs/1909.08994 (2019) - 2018
- [c2]Mark Collier, Jöran Beel:
An Empirical Comparison of Syllabuses for Curriculum Learning. AICS 2018: 150-161 - [c1]Mark Collier, Jöran Beel:
Implementing Neural Turing Machines. ICANN (3) 2018: 94-104 - [i3]Mark Collier, Jöran Beel:
Implementing Neural Turing Machines. CoRR abs/1807.08518 (2018) - [i2]Mark Collier, Hector Urdiales Llorens:
Deep Contextual Multi-armed Bandits. CoRR abs/1807.09809 (2018) - [i1]Mark Collier, Jöran Beel:
An Empirical Comparison of Syllabuses for Curriculum Learning. CoRR abs/1809.10789 (2018)
Coauthor Index
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