Amirali Aghazadeh

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Fourier Transform

Efficiently Computing

Feature Selection

Top Venues

Publications

Darin Tsui, Amirali Aghazadeh
On Recovering Higher-order Interactions from Protein Language Models. CoRR (2024)
Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
Efficiently Computing Sparse Fourier Transforms of q-ary Functions. CoRR (2023)
Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
Efficiently Computing Sparse Fourier Transforms of q-ary Functions. ISIT (2023)
Tony Tu, Gautham Krishna, Amirali Aghazadeh
ProtiGeno: a prokaryotic short gene finder using protein language models. CoRR (2023)
Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces. Trans. Mach. Learn. Res. 2023 (2023)
Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces. CoRR (2022)
Farzan Farnia, Amirali Aghazadeh, James Zou, David Tse
Group-Structured Adversarial Training. CoRR (2021)
Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory. MSML (2021)
Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory. CoRR (2020)
Amirali Aghazadeh, Orhan Ocal, Kannan Ramchandran
CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach. Bioinform. 36 (Supplement-1) (2020)
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
Insense: Incoherent Sensor Selection for Sparse Signals. ICASSP (2018)
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
Insense: Incoherent sensor selection for sparse signals. Signal Process. 150 (2018)
Amirali Aghazadeh, Ryan Spring, Daniel LeJeune, Gautam Dasarathy, Anshumali Shrivastava, Richard G. Baraniuk
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches. CoRR (2018)
Amirali Aghazadeh, Ryan Spring, Daniel LeJeune, Gautam Dasarathy, Anshumali Shrivastava, Richard G. Baraniuk
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches. ICML (2018)
Amirali Aghazadeh, Andrew S. Lan, Anshumali Shrivastava, Richard G. Baraniuk
RHash: Robust Hashing via L_infinity-norm Distortion. IJCAI (2017)
Amirali Aghazadeh, Mohammad Golbabaee, Andrew S. Lan, Richard G. Baraniuk
Insense: Incoherent Sensor Selection for Sparse Signals. CoRR (2017)
Amirali Aghazadeh, Andrew S. Lan, Anshumali Shrivastava, Richard G. Baraniuk
Near-Isometric Binary Hashing for Large-scale Datasets. CoRR (2016)
Amirali Aghazadeh, Ali Ayremlou, Daniel D. Calderon, Tom Goldstein, Raajen Patel, Divyanshu Vats, Richard G. Baraniuk
Adaptive step size selection for optimization via the ski rental problem. ICASSP (2013)