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Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 197
| Title | Author(s) | Issue Date | |
|---|---|---|---|
Domain Adapted Word Embeddings for Improved Sentiment Classification Proceeding/Conference:Proceedings of the Annual Meeting of the Association for Computational Linguistics | 2018 | ||
Learning and generalization in overparameterized neural networks, going beyond two layers Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | ||
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 | ||
A simple but tough-to-beat baseline for sentence embeddings Proceeding/Conference:5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings | 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 | ||
Diverse neural network learns true target functions Proceeding/Conference:Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017 | 2017 | ||
Learning Mixtures of Linear Regressions with Nearly Optimal Complexity Proceeding/Conference:Proceedings of Machine Learning Research | 2018 | ||
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 | ||
A la carte embedding: Cheap but effective induction of semantic feature vectors Proceeding/Conference:ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) | 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 | ||
Differentially private clustering in high-dimensional Euclidean spaces 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 | ||
Learning in indefinite proximity spaces - Recent trends Proceeding/Conference:ESANN 2016 - 24th European Symposium on Artificial Neural Networks | 2016 | ||
Communication efficient distributed kernel principal component analysis Proceeding/Conference:Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | 2016 |
Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 197