Please note that ISTA Research Explorer no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
8 Publications
2023 | Published | Thesis | IST-REx-ID: 13074 | 
Peste E-A. Efficiency and generalization of sparse neural networks. 2023. doi:10.15479/at:ista:13074
[Published Version]
View
| Files available
| DOI
2022 | Published | Thesis | IST-REx-ID: 10799 |
Konstantinov NH. Robustness and fairness in machine learning. 2022. doi:10.15479/at:ista:10799
[Published Version]
View
| Files available
| DOI
2021 | Published | Thesis | IST-REx-ID: 9418 |
Phuong M. Underspecification in deep learning. 2021. doi:10.15479/AT:ISTA:9418
[Published Version]
View
| Files available
| DOI
2020 | Published | Thesis | IST-REx-ID: 8390 |
Royer A. Leveraging structure in Computer Vision tasks for flexible Deep Learning models. 2020. doi:10.15479/AT:ISTA:8390
[Published Version]
View
| Files available
| DOI
2018 | Published | Thesis | IST-REx-ID: 68 |
Zimin A. Learning from dependent data. 2018. doi:10.15479/AT:ISTA:TH1048
[Published Version]
View
| Files available
| DOI
2018 | Published | Thesis | IST-REx-ID: 197 |
Kolesnikov A. Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images. 2018. doi:10.15479/AT:ISTA:th_1021
[Published Version]
View
| Files available
| DOI
2016 | Published | Thesis | IST-REx-ID: 1126 |
Pentina A. Theoretical foundations of multi-task lifelong learning. 2016. doi:10.15479/AT:ISTA:TH_776
[Published Version]
View
| Files available
| DOI
2015 | Published | Thesis | IST-REx-ID: 1401 |
Sharmanska V. Learning with attributes for object recognition: Parametric and non-parametrics views. 2015. doi:10.15479/at:ista:1401
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)