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2020 – today
- 2023
[j2]Samantha Petti, Nicholas Bhattacharya, Roshan Rao, Justas Dauparas, Neil Thomas, Juannan Zhou, Alexander M. Rush, Peter K. Koo
, Sergey Ovchinnikov:
End-to-end learning of multiple sequence alignments with differentiable Smith-Waterman. Bioinform. 39(1) (2023)- 2021
- [b1]Roshan Rao:
Training, Evaluating, and Understanding Evolutionary Models for Protein Sequences. University of California, Berkeley, USA, 2021 - [c6]Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives:
Transformer protein language models are unsupervised structure learners. ICLR 2021 - [c5]Roshan Rao, Jason Liu, Robert Verkuil, Joshua Meier, John F. Canny, Pieter Abbeel, Tom Sercu, Alexander Rives:
MSA Transformer. ICML 2021: 8844-8856 - [c4]Joshua Meier, Roshan Rao, Robert Verkuil, Jason Liu, Tom Sercu, Alexander Rives:
Language models enable zero-shot prediction of the effects of mutations on protein function. NeurIPS 2021: 29287-29303 - 2020
- [c3]Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan:
Quality and Relevance Metrics for Selection of Multimodal Pretraining Data. CVPR Workshops 2020: 4109-4116
2010 – 2019
- 2019
- [j1]David M. Chan, Roshan Rao, Forrest Huang, John F. Canny:
GPU accelerated t-distributed stochastic neighbor embedding. J. Parallel Distributed Comput. 131: 1-13 (2019) - [c2]Roshan Rao, Nicholas Bhattacharya, Neil Thomas, Yan Duan, Xi Chen, John F. Canny, Pieter Abbeel, Yun S. Song:
Evaluating Protein Transfer Learning with TAPE. NeurIPS 2019: 9686-9698 - [i3]Roshan Rao, Nicholas Bhattacharya, Neil Thomas, Yan Duan, Xi Chen, John F. Canny, Pieter Abbeel, Yun S. Song:
Evaluating Protein Transfer Learning with TAPE. CoRR abs/1906.08230 (2019) - [i2]Daniel Seita, David M. Chan, Roshan Rao, Chen Tang, Mandi Zhao, John F. Canny:
ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations. CoRR abs/1910.12154 (2019) - 2018
- [c1]David M. Chan, Roshan Rao, Forrest Huang, John F. Canny:
T-SNE-CUDA: GPU-Accelerated T-SNE and its Applications to Modern Data. SBAC-PAD 2018: 330-338 - [i1]David M. Chan, Roshan Rao, Forrest Huang, John F. Canny:
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data. CoRR abs/1807.11824 (2018)
Coauthor Index
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