Nikunj Saunshi
According to our database1,
Nikunj Saunshi
authored at least 21 papers
between 2018 and 2024.
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs.
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018