Alan Nawzad Amin

According to our database, Alan Nawzad Amin authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Kernel-Based Evaluation of Conditional Biological Sequence Models.

Pierre Glaser, Steffanie Paul, Alissa M. Hummer, Charlotte M. Deane, Debora Susan Marks, Alan Nawzad Amin

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

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency.

Alan Nawzad Amin, Andrew Gordon Wilson

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

2023

Biological Sequence Kernels with Guaranteed Flexibility.

Alan Nawzad Amin, Eli Nathan Weinstein, Debora Susan Marks

CoRR, 2023

A Kernelized Stein Discrepancy for Biological Sequences.

Alan Nawzad Amin, Eli N. Weinstein, Debora Susan Marks

Proceedings of the International Conference on Machine Learning, 2023

2022

Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness.

Eli N. Weinstein, Alan Nawzad Amin, Jonathan Frazer, Debora S. Marks

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Optimal Design of Stochastic DNA Synthesis Protocols based on Generative Sequence Models.

Eli N. Weinstein, Alan Nawzad Amin, Will S. Grathwohl, Daniel Kassler, Jean Disset, Debora S. Marks

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

A generative nonparametric Bayesian model for whole genomes.

Alan Nawzad Amin, Eli N. Weinstein, Debora S. Marks

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021