HKU Musketeers Foundation Institute of Data Science: Conference papers Collection home page

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Collection's Items (Sorted by Submit Date in Descending order): 61 to 80 of 197
TitleAuthor(s)Issue Date
Towards understanding limitations of pixel discretization against adversarial attacks
Proceeding/Conference:Proceedings - 4th IEEE European Symposium on Security and Privacy, EURO S and P 2019
2019
Learning overparameterized neural networks via stochastic gradient descent on structured data
Proceeding/Conference:Advances in Neural Information Processing Systems
2018
Domain adapted word embeddings for improved sentiment classification
Proceeding/Conference:ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)
2018
Generalization and equilibrium in generative adversarial nets (GANs)
Proceeding/Conference:34th International Conference on Machine Learning, ICML 2017
2017
Provable alternating gradient descent for non-negative matrix factorization with strong correlations
Proceeding/Conference:34th International Conference on Machine Learning, ICML 2017
2017
Matrix completion and related problems via strong duality
Proceeding/Conference:Leibniz International Proceedings in Informatics, LIPIcs
2018
Recovery guarantee of non-negative matrix factorization via alternating updates
Proceeding/Conference:Advances in Neural Information Processing Systems
2016
Recovery guarantee of weighted low-rank approximation via alternating minimization
Proceeding/Conference:33rd International Conference on Machine Learning, ICML 2016
2016
Communication efficient distributed kernel principal component analysis
Proceeding/Conference:Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2016
A distributed Frank-Wolfe algorithm for communication-efficient sparse learning
Proceeding/Conference:SIAM International Conference on Data Mining 2015, SDM 2015
2015
Improved distributed principal component analysis
Proceeding/Conference:Advances in Neural Information Processing Systems
2014
Influence function learning in information diffusion networks
Proceeding/Conference:31st International Conference on Machine Learning, ICML 2014
2014
Efficient semi-supervised and active learning of disjunctions
Proceeding/Conference:30th International Conference on Machine Learning, ICML 2013
2013
Distributed κ-means and κ-median clustering on general topologies
Proceeding/Conference:Advances in Neural Information Processing Systems
2013
Clustering under perturbation resilience
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012
Modeling and detecting community hierarchies
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013
Domain Generalization via Nuclear Norm Regularization
Proceeding/Conference:Proceedings of Machine Learning Research
2024
 
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners
Proceeding/Conference:International Conference on Machine Learning (23/07/2023-29/07/2023, Honolulu, Hawaii)
23-Jul-2023
 
Encoding Recurrence into Transformers
Proceeding/Conference:The 11th International Conference on Learning Representations (ICLR 2023) (01/05/2023-05/05/2023, Kigali, Rwanda)
1-May-2023
 
DDP: Diffusion model for dense visual prediction
Proceeding/Conference:IEEE International Conference on Computer Vision 2023 (02/10/2023-06/10/2023, Paris)
2-Oct-2023
Collection's Items (Sorted by Submit Date in Descending order): 61 to 80 of 197