Zahra Shakeri

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Dictionary Learning

Top Venues

IEEE Trans. Inf. Theory

Publications

Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. NAACL-HLT (2024)
Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. CoRR (2023)
Xiaotian Han, Hanqing Zeng, Yu Chen, Shaoliang Nie, Jingzhou Liu, Kanika Narang, Zahra Shakeri, Karthik Abinav Sankararaman, Song Jiang, Madian Khabsa, Qifan Wang, Xia Hu
On the Equivalence of Graph Convolution and Mixup. CoRR (2023)
Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri
A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. AMIA (2022)
Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. IEEE Trans. Signal Process. 68 (2020)
Mohsen Ghassemi, Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate
Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning. ISIT (2019)
Zahra Shakeri, Batoul Taki, André L. F. de Almeida, Mohsen Ghassemi, Waheed U. Bajwa
Revisiting Sparse Channel Estimation in Massive MIMO-OFDM Systems. SPAWC (2019)
Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. CoRR (2019)
Siddharth Gururani, Kilol Gupta, Dhaval Shah, Zahra Shakeri, Jervis Pinto
Prosody Transfer in Neural Text to Speech Using Global Pitch and Loudness Features. CoRR (2019)
Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate
Minimax Lower Bounds on Dictionary Learning for Tensor Data. IEEE Trans. Inf. Theory 64 (4) (2018)
Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
Identifiability of Kronecker-Structured Dictionaries for Tensor Data. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate
Sample complexity bounds for dictionary learning of tensor data. ICASSP (2017)
Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
Identifiability of Kronecker-structured Dictionaries for Tensor Data. CoRR (2017)
Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
STARK: Structured dictionary learning through rank-one tensor recovery. CAMSAP (2017)
Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
Identification of kronecker-structured dictionaries: An asymptotic analysis. CAMSAP (2017)
Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa
STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery. CoRR (2017)
Zahra Shakeri, Waheed Uz Zaman Bajwa, Anand D. Sarwate
Minimax lower bounds for Kronecker-structured dictionary learning. ISIT (2016)
Zahra Shakeri, Waheed U. Bajwa
Revisiting maximal response-based local identification of overcomplete dictionaries. SAM (2016)
Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning. CoRR (2016)
Zahra Shakeri, Waheed U. Bajwa, Anand D. Sarwate
Minimax Lower Bounds on Dictionary Learning for Tensor Data. CoRR (2016)
Zahra Shakeri, Waheed U. Bajwa
Deterministic selection of pilot tones for compressive estimation of MIMO-OFDM channels. CISS (2015)
Zahra Shakeri, Haroon Raja, Waheed U. Bajwa
Dictionary learning based nonlinear classifier training from distributed data. GlobalSIP (2014)
Zahra Shakeri, Arman Fazeli Chaghooshi, Mahtab Mirmohseni, Mohammad Reza Aref
Degrees of freedom in a three-user cognitive interference channel. IWCIT (2013)