| On greedy maximization of entropy D Sharma, A Kapoor, A Deshpande International Conference on Machine Learning, 1330-1338, 2015 | 65 | 2015 |
| Learning piecewise Lipschitz functions in changing environments D Sharma, MF Balcan, T Dick International Conference on Artificial Intelligence and Statistics, 3567-3577, 2020 | 16 | 2020 |
| Learning-to-learn non-convex piecewise-Lipschitz functions MFF Balcan, M Khodak, D Sharma, A Talwalkar Advances in Neural Information Processing Systems 34, 15056-15069, 2021 | 13 | 2021 |
| Robustly-reliable learners under poisoning attacks MF Balcan, A Blum, S Hanneke, D Sharma Conference on Learning Theory, 4498-4534, 2022 | 12 | 2022 |
| Data driven semi-supervised learning MFF Balcan, D Sharma Advances in Neural Information Processing Systems 34, 14782-14794, 2021 | 11 | 2021 |
| On the power of abstention and data-driven decision making for adversarial robustness N Balcan, A Blum, D Sharma, H Zhang | 11 | 2020 |
| Provably tuning the ElasticNet across instances MFF Balcan, M Khodak, D Sharma, A Talwalkar Advances in Neural Information Processing Systems 35, 27769-27782, 2022 | 8 | 2022 |
| Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme Prediction. A Bruguier, A Bakhtin, D Sharma INTERSPEECH, 3733-3737, 2018 | 8 | 2018 |
| An analysis of robustness of non-lipschitz networks MF Balcan, A Blum, D Sharma, H Zhang Journal of Machine Learning Research 24 (98), 1-43, 2023 | 4 | 2023 |
| Faster algorithms for learning to link, align sequences, and price two-part tariffs MF Balcan, C Seiler, D Sharma arXiv preprint arXiv:2204.03569, 2022 | 4 | 2022 |
| Predicting and explaining french grammatical gender S Sahai, D Sharma Proceedings of the Third Workshop on Computational Typology and Multilingual …, 2021 | 3 | 2021 |
| Better Morphology Prediction for Better Speech Systems. D Sharma, M Wilson, A Bruguier INTERSPEECH, 3535-3539, 2019 | 3 | 2019 |
| New Bounds for Hyperparameter Tuning of Regression Problems Across Instances MFF Balcan, A Nguyen, D Sharma Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
| Online optimization of piecewise lipschitz functions in changing environments MF Balcan, T Dick, D Sharma CoRR, abs/1907.09137, 2019 | 2 | 2019 |
| Reliable learning for test-time attacks and distribution shift MF Balcan, S Hanneke, R Pukdee, D Sharma arXiv preprint arXiv:2304.03370, 2023 | 1 | 2023 |
| Improved pronunciation prediction accuracy using morphology D Sharma, S Sahai, N Chaudhari, A Bruguier Proceedings of the 18th SIGMORPHON Workshop on Computational Research in …, 2021 | 1 | 2021 |
| Data driven algorithms for limited labeled data learning MF Balcan, D Sharma arXiv preprint arXiv:2103.10547, 2021 | 1 | 2021 |
| Some results on a class of mixed van der Waerden numbers K Maran, SP Reddy, D Sharma, A Tripathi | 1 | 2018 |
| On Training and Evaluation of Grapheme-to-Phoneme Mappings with Limited Data. D Sharma INTERSPEECH, 2858-2862, 2018 | 1 | 2018 |
| No Internal Regret with Non-convex Loss Functions D Sharma Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14919 …, 2024 | | 2024 |
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
