Discovery - Top 10
Type
(50)
(7)
Date issued
Journal/Proceeding/Conference
(1)
Language
(57)
HKU Organizations
Search
Add filters:
Use filters to refine the search results.
| Title | Author(s) | Issue Date | Views | |
|---|---|---|---|---|
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 | |||
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 | |||
A simple but tough-to-beat baseline for sentence embeddings Proceeding/Conference:5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings | 2017 | |||
Learning Mixtures of Linear Regressions with Nearly Optimal Complexity Proceeding/Conference:Proceedings of Machine Learning Research | 2018 | |||
Domain Adapted Word Embeddings for Improved Sentiment Classification Proceeding/Conference:Proceedings of the Annual Meeting of the Association for Computational Linguistics | 2018 | |||
Diverse neural network learns true target functions Proceeding/Conference:Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017 | 2017 | |||
Shallow domain adaptive embeddings for sentiment analysis Proceeding/Conference:EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference | 2019 | |||
Recovery guarantees for quadratic tensors with sparse observations Proceeding/Conference:AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics | 2020 | |||
Loss-Balanced task weighting to reduce negative transfer in multi-task learning Proceeding/Conference:33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 | 2019 | |||
Learning and generalization in overparameterized neural networks, going beyond two layers Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | |||
Robust attribution regularization Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | |||
N-gram graph: Simple unsupervised representation for graphs, with applications to molecules Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | |||
TOWARDS EVALUATING THE ROBUSTNESS OF NEURAL NETWORKS LEARNED BY TRANSDUCTION Proceeding/Conference:ICLR 2022 - 10th International Conference on Learning Representations | 2022 | |||
A THEORETICAL ANALYSIS ON FEATURE LEARNING IN NEURAL NETWORKS: EMERGENCE FROM INPUTS AND ADVANTAGE OVER FIXED FEATURES Proceeding/Conference:ICLR 2022 - 10th International Conference on Learning Representations | 2022 | |||
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | |||
Generalizing Word Embeddings using Bag of Subwords Proceeding/Conference:Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 | 2018 | |||
A distributed Frank-Wolfe algorithm for communication-efficient sparse learning Proceeding/Conference:SIAM International Conference on Data Mining 2015, SDM 2015 | 2015 | |||
Scale up nonlinear component analysis with doubly stochastic gradients Proceeding/Conference:Advances in Neural Information Processing Systems | 2015 | |||
Recovery guarantee of weighted low-rank approximation via alternating minimization Proceeding/Conference:33rd International Conference on Machine Learning, ICML 2016 | 2016 | |||
Learning in indefinite proximity spaces - Recent trends Proceeding/Conference:ESANN 2016 - 24th European Symposium on Artificial Neural Networks | 2016 | |||
A new view of multi-modal language analysis: Audio and video features as text “Styles” Proceeding/Conference:EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference | 2021 | |||
Learning relationships between text, audio, and video via deep canonical correlation for multimodal language analysis Proceeding/Conference:AAAI 2020 - 34th AAAI Conference on Artificial Intelligence | 2020 | |||
GRADIENTS AS FEATURES FOR DEEP REPRESENTATION LEARNING Proceeding/Conference:8th International Conference on Learning Representations, ICLR 2020 | 2020 |