Anna Choromanska
Orcid: 0000-0002-2556-7009Affiliations:
- New York University, Courant Institute of Mathematical Sciences
- Columbia University New York, Department of Electrical Engineering
According to our database1,
Anna Choromanska
authored at least 58 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on columbia.edu
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on cims.nyu.edu
On csauthors.net:
Bibliography
2024
GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models.
CoRR, 2024
2023
Automatic document classification via transformers for regulations compliance management in large utility companies.
Neural Comput. Appl., August, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
2022
DNN Patching: Progressive Fixing and Augmenting the Functionalities of DNNs for Autonomous Vehicles.
IEEE Robotics Autom. Lett., 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
IEEE Trans. Intell. Veh., 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Robotics Auton. Syst., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Towards Automated Melanoma Detection With Deep Learning: Data Purification and Augmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
CoRR, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
CoRR, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Theor. Comput. Sci., 2016
Simultaneous Learning of Trees and Representations for Extreme Classification, with Application to Language Modeling.
CoRR, 2016
On the boosting ability of top-down decision tree learning algorithm for multiclass classification.
CoRR, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Automated Analysis of Images from Confocal Laser Scanning Microscopy Applied to Observation of Calcium Channel Subunits in Nerve Cell Model Line Subjected Electroporation and Calcium.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering.
CoRR, 2014
2013
Proceedings of the Algorithmic Learning Theory - 24th International Conference, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012