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Disambiguation of "Saunshi, Nikunj"

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A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs.

, , , and . ICLR (Poster), OpenReview.net, (2018)

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New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound., , , , and . NeurIPS, (2022)A Large Self-Annotated Corpus for Sarcasm., , and . LREC, European Language Resources Association (ELRA), (2018)Predicting What You Already Know Helps: Provable Self-Supervised Learning., , , and . NeurIPS, page 309-323. (2021)A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs., , , and . ICLR (Poster), OpenReview.net, (2018)A Sample Complexity Separation between Non-Convex and Convex Meta-Learning., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8512-8521. PMLR, (2020)A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks., , and . ICLR, OpenReview.net, (2021)A Theoretical Analysis of Contrastive Unsupervised Representation Learning., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 5628-5637. PMLR, (2019)Understanding Influence Functions and Datamodels via Harmonic Analysis., , , and . ICLR, OpenReview.net, (2023)Provable Representation Learning for Imitation Learning via Bi-level Optimization., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 367-376. PMLR, (2020)Reasoning in Large Language Models Through Symbolic Math Word Problems., and . ACL (Findings), page 5889-5903. Association for Computational Linguistics, (2023)