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Siamak Zamani Dadaneh
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Year
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data
E Hajiramezanali, S Zamani Dadaneh, A Karbalayghareh, M Zhou, ...
Advances in Neural Information Processing Systems 31, 2018
662018
Learnable Bernoulli dropout for Bayesian deep learning
S Boluki, R Ardywibowo, SZ Dadaneh, M Zhou, X Qian
International Conference on Artificial Intelligence and Statistics, 3905-3916, 2020
422020
BNP-Seq: Bayesian nonparametric differential expression analysis of sequencing count data
SZ Dadaneh, X Qian, M Zhou
Journal of the American Statistical Association 113 (521), 81-94, 2018
332018
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process
D Li, S Zamani, J Zhang, P Li
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
282019
Optimal clustering with missing values
S Boluki, S Zamani Dadaneh, X Qian, ER Dougherty
BMC bioinformatics 20, 1-10, 2019
252019
Bayesian negative binomial regression for differential expression with confounding factors
SZ Dadaneh, M Zhou, X Qian
Bioinformatics 34 (19), 3349-3356, 2018
222018
Pairwise supervised hashing with Bernoulli variational auto-encoder and self-control gradient estimator
SZ Dadaneh, S Boluki, M Yin, M Zhou, X Qian
Conference on Uncertainty in Artificial Intelligence, 540-549, 2020
212020
Optimal Bayesian Classification With Missing Values
S Zamani Dadaneh, ER Dougherty, X Qian
IEEE Transactions on Signal Processing 66 (16), 4182-4192, 2018
182018
Bayesian module identification from multiple noisy networks
S Zamani Dadaneh, X Qian
EURASIP Journal on Bioinformatics and Systems Biology 2016, 1-11, 2016
182016
Differential expression analysis of dynamical sequencing count data with a gamma markov chain
E Hajiramezanali, SZ Dadaneh, P de Figueiredo, SH Sze, M Zhou, X Qian
arXiv preprint arXiv:1803.02527, 2018
112018
Bayesian gamma-negative binomial modeling of single-cell RNA sequencing data
SZ Dadaneh, P de Figueiredo, SH Sze, M Zhou, X Qian
BMC genomics 21, 1-10, 2020
102020
Arsm gradient estimator for supervised learning to rank
SZ Dadaneh, S Boluki, M Zhou, X Qian
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
72020
Covariate-dependent negative binomial factor analysis of RNA sequencing data
S Zamani Dadaneh, M Zhou, X Qian
Bioinformatics 34 (13), i61–i69, 2018
72018
SimCD: Simultaneous Clustering and Differential expression analysis for single-cell transcriptomic data
S Niyakan, E Hajiramezanali, S Boluki, SZ Dadaneh, X Qian
arXiv preprint arXiv:2104.01512, 2021
42021
Towards deeper understanding of variational auto-encoders for binary collaborative filtering
S Zamany, D Li, H Fei, P Li
Proceedings of the 2022 ACM SIGIR International Conference on Theory of …, 2022
22022
Sequential sampling for optimal bayesian classification of sequencing count data
A Broumand, SZ Dadaneh
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1357-1361, 2018
22018
Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models with Uncertainty Quantification
S Boluki, SZ Dadaneh, ER Dougherty, X Qian
IEEE Transactions on Artificial Intelligence, 2023
12023
Integration of knowledge graph embedding into topic modeling with hierarchical dirichlet process
SZD Dingcheng Li, Jingyuan Zhang, Ping Li
US Patent App. 16/427,225, 2020
1*2020
ARSM Gradient Estimator for Supervised Learning to Rank
S Zamani Dadaneh, S Boluki, M Zhou, X Qian
arXiv e-prints, arXiv: 1911.00465, 2019
2019
Bayesian Analysis of High-Throughput Sequencing Data
S Zamani Dadaneh
2019
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Articles 1–20