Browsing by Author Saunshi, Nikunj
Showing results 1 to 4 of 4
| Publication Date | Article Title | Author(s) |
|---|---|---|
| 2018 | A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs | Arora, Sanjeev; Khodak, Mikhail; Saunshi, Nikunj; Vodrahalli, Kiran |
| 2020 | Provable Representation Learning for Imitation Learning via Bi-level Optimization | Arora, Sanjeev; Du, Simon; Kakade, Sham; Luo, Yuping; Saunshi, Nikunj |
| 2020 | A Sample Complexity Separation between Non-Convex and Convex Meta-Learning | Saunshi, Nikunj; Zhang, Yi; Khodak, Mikhail; Arora, Sanjeev |
| 2019 | A Theoretical Analysis of Contrastive Unsupervised Representation Learning | Saunshi, Nikunj; Plevrakis, Orestis; Arora, Sanjeev; Khodak, Mikhail; Khandeparkar, Hrishikesh |