Amirali Aghazadeh

26 papers A* 2B 2Misc 2Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Protein Circuit Tracing via Cross-layer Transcoders.
CoRR
Darin Tsui, Kunal Talreja, Daniel Saeedi, Amirali Aghazadeh
2025 J jnl
AstroAgents: A Multi-Agent AI for Hypothesis Generation from Mass Spectrometry Data.
CoRR
Daniel Saeedi, Denise Buckner, Jose C. Aponte, Amirali Aghazadeh
2025 B conf
Efficient Algorithm for Sparse Fourier Transform of Generalized q-ary Functions.
ITW
Darin Tsui, Kunal Talreja, Amirali Aghazadeh
2025 J jnl
Efficient Algorithm for Sparse Fourier Transform of Generalized q-ary Functions.
CoRR
Darin Tsui, Kunal Talreja, Amirali Aghazadeh
2025 — conf
GOLF: A Generative AI Framework for Pathogenicity Prediction of Myocilin OLF Variants.
MLCB
Thomas Walton, Darin Tsui, Amirali Aghazadeh, Raquel Lieberman, Lauren Fogel, Rafael Chagas, Dustin Huard
2025 J jnl
Sparse Autoencoders for Low-
CoRR
Darin Tsui, Kunal Talreja, Amirali Aghazadeh
2025 J jnl
SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding.
CoRR
Thomas Walton, Darin Tsui, Aryan Musharaf, Amirali Aghazadeh
2024 J jnl
On Recovering Higher-order Interactions from Protein Language Models.
CoRR
Darin Tsui, Amirali Aghazadeh
2024 J jnl
SHAP zero Explains All-order Feature Interactions in Black-box Genomic Models with Near-zero Query Cost.
CoRR
Darin Tsui, Aryan Musharaf, Amirali Aghazadeh
2023 B conf
Efficiently Computing Sparse Fourier Transforms of q-ary Functions.
ISIT
Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
2023 J jnl
Efficiently Computing Sparse Fourier Transforms of q-ary Functions.
CoRR
Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
2023 J jnl
ProtiGeno: a prokaryotic short gene finder using protein language models.
CoRR
Tony Tu, Gautham Krishna, Amirali Aghazadeh
2023 J jnl
Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces.
Trans. Mach. Learn. Res.
Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
2022 J jnl
Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces.
CoRR
Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
2021 — conf
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory.
MSML
Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
2021 J jnl
Group-Structured Adversarial Training.
CoRR
Farzan Farnia, Amirali Aghazadeh, James Zou, David Tse
2020 J jnl
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory.
CoRR
Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
2020 J jnl
CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach.
Bioinform.
Amirali Aghazadeh, Orhan Ocal, Kannan Ramchandran
2018 Misc conf
Insense: Incoherent Sensor Selection for Sparse Signals.
ICASSP
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
2018 J jnl
Insense: Incoherent sensor selection for sparse signals.
Signal Process.
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
2018 A* conf
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches.
ICML
Amirali Aghazadeh, Ryan Spring, Daniel LeJeune, Gautam Dasarathy, Anshumali Shrivastava, Richard G. Baraniuk
2018 J jnl
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches.
CoRR
Amirali Aghazadeh, Ryan Spring, Daniel LeJeune, Gautam Dasarathy, Anshumali Shrivastava, Richard G. Baraniuk
2017 J jnl
Insense: Incoherent Sensor Selection for Sparse Signals.
CoRR
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
2017 A* conf
RHash: Robust Hashing via L_infinity-norm Distortion.
IJCAI
Amirali Aghazadeh, Andrew S. Lan, Anshumali Shrivastava, Richard G. Baraniuk
2016 J jnl
Near-Isometric Binary Hashing for Large-scale Datasets.
CoRR
Amirali Aghazadeh, Andrew S. Lan, Anshumali Shrivastava, Richard G. Baraniuk
2013 Misc conf
Adaptive step size selection for optimization via the ski rental problem.
ICASSP
Amirali Aghazadeh, Ali Ayremlou, Daniel D. Calderon, Tom Goldstein, Raajen Patel, Divyanshu Vats, Richard G. Baraniuk