Ava P. Amini

According to our database, Ava P. Amini authored at least 10 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models.

Francesca-Zhoufan Li, Ava P. Amini, Yisong Yue, Kevin K. Yang, Alex Xijie Lu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Deep self-supervised learning for biosynthetic gene cluster detection and product classification.

Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin K. Yang

PLoS Comput. Biol., 2023

From noise to protein with image models.

Ava P. Amini, Kevin K. Yang

Nat. Comput. Sci., 2023

Continuous Time Evidential Distributions for Irregular Time Series.

Taylor W. Killian, Haoran Zhang, Thomas Hartvigsen, Ava P. Amini

CoRR, 2023

2022

Protein structure generation via folding diffusion.

Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini

CoRR, 2022

2020

Deep Evidential Regression.

Alexander Amini, Wilko Schwarting, Ava Soleimany, Daniela Rus

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Image segmentation of liver stage malaria infection with spatial uncertainty sampling.

Ava P. Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John V. Guttag, Sangeeta N. Bhatia

CoRR, 2019

Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure.

Alexander Amini, Ava P. Soleimany, Wilko Schwarting, Sangeeta N. Bhatia, Daniela Rus

Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018

Spatial Uncertainty Sampling for End-to-End Control.

Alexander Amini, Ava Soleimany, Sertac Karaman, Daniela Rus

CoRR, 2018

2013

Public Reporting of Hospital Infection Rates: Ranking the States on Credibility and User Friendliness.

Ava Amini, David W. Birnbaum, Bernard Black, David A. Hyman

Proceedings of the Enabling Health and Healthcare through ICT, 2013