Deciphering regulatory DNA sequences and noncoding genetic variants using neural network models of massively parallel reporter assays R Movva, P Greenside, GK Marinov, S Nair, A Shrikumar, A Kundaje PLoS One 14 (6), e0218073, 2019 | 92 | 2019 |
In-silico Prediction of Synergistic Anti-Cancer Drug Combinations Using Multi-omics Data R Celebi, O Bear Don't Walk IV, R Movva, S Alpsoy, M Dumontier Scientific reports 9, 2019 | 87 | 2019 |
Towards Intersectional Feminist and Participatory ML: A Case Study in Supporting Feminicide Counterdata Collection H Suresh, R Movva, AL Dogan, R Bhargava, I Cruxen, ÁM Cuba, ... FAccT 2022, 667-678, 2022 | 48* | 2022 |
Coarse race data conceals disparities in clinical risk score performance R Movva, D Shanmugam, K Hou, P Pathak, J Guttag, N Garg, E Pierson MLHC 2023, 2023 | 13 | 2023 |
Accelerating single-cell genomic analysis with GPUs C Nolet, A Lal, R Ilango, T Dyer, R Movva, J Zedlewski, J Israeli bioRxiv, 2022.05. 26.493607, 2022 | 12 | 2022 |
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation R Movva, JY Zhao BlackboxNLP 2020, 193-203, 2020 | 12 | 2020 |
Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers R Movva, S Balachandar, K Peng, G Agostini, N Garg, E Pierson Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 6* | 2024 |
Use large language models to promote equity E Pierson, D Shanmugam, R Movva, J Kleinberg, M Agrawal, M Dredze, ... arXiv preprint arXiv:2312.14804, 2023 | 4 | 2023 |
Studying the Consistency and Composability of Lottery Ticket Pruning Masks R Movva, J Frankle, M Carbin Workshop on Science and Engineering of Deep Learning (ICLR 2021), 2021 | 3 | 2021 |
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks R Movva, J Lei, S Longpre, A Gupta, C DuBois COLING 2022, 2022 | 2 | 2022 |
Fairness Deconstructed: A Sociotechnical View of'Fair'Algorithms in Criminal Justice R Movva arXiv preprint arXiv:2106.13455, 2021 | 2 | 2021 |
Annotation alignment: Comparing LLM and human annotations of conversational safety R Movva, PW Koh, E Pierson arXiv preprint arXiv:2406.06369, 2024 | | 2024 |
Using unlabeled data to enhance fairness of medical AI R Movva, PW Koh, E Pierson Nature Medicine 30 (4), 944-945, 2024 | | 2024 |