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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