Aghazadeh, Amirali

7 publications

ICLRW 2025 AstroAgents: A Multi-Agent AI for Hypothesis Generation from Mass Spectrometry Data Daniel Saeedi, Denise K. Buckner, Jose C. Aponte, Amirali Aghazadeh
NeurIPS 2025 SHAP Zero Explains Biological Sequence Models with Near-Zero Marginal Cost for Future Queries Darin Tsui, Aryan Musharaf, Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh
NeurIPS 2025 SpecMER: Fast Protein Generation with K-Mer Guided Speculative Decoding Thomas Walton, Darin Tsui, Aryan Musharaf, Amirali Aghazadeh
ICLRW 2024 On Recovering Higher-Order Interactions from Protein Language Models Darin Tsui, Amirali Aghazadeh
TMLR 2023 Spectral Regularization Allows Data-Frugal Learning over Combinatorial Spaces Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
ICML 2018 MISSION: Ultra Large-Scale Feature Selection Using Count-Sketches Amirali Aghazadeh, Ryan Spring, Daniel Lejeune, Gautam Dasarathy, Anshumali Shrivastava, Baraniuk
IJCAI 2017 RHash: Robust Hashing via L_infinity-Norm Distortion Amirali Aghazadeh, Andrew S. Lan, Anshumali Shrivastava, Richard G. Baraniuk