Siamak Zamani Dadaneh

According to our database, Siamak Zamani Dadaneh authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models With Uncertainty Quantification.

Shahin Boluki, Siamak Zamani Dadaneh, Edward R. Dougherty, Xiaoning Qian

IEEE Trans. Artif. Intell., March, 2024

2020

Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator.

Siamak Zamani Dadaneh, Shahin Boluki, Mingzhang Yin, Mingyuan Zhou, Xiaoning Qian

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Arsm Gradient Estimator for Supervised Learning to Rank.

Siamak Zamani Dadaneh, Shahin Boluki, Mingyuan Zhou, Xiaoning Qian

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learnable Bernoulli Dropout for Bayesian Deep Learning.

Shahin Boluki, Randy Ardywibowo, Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Optimal clustering with missing values.

Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty

BMC Bioinform., 2019

Bayesian negative binomial regression for differential expression with confounding factors.

Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian

Bioinform., 2019

2018

Optimal Bayesian Classification With Missing Values.

Siamak Zamani Dadaneh, Edward R. Dougherty, Xiaoning Qian

IEEE Trans. Signal Process., 2018

Covariate-dependent negative binomial factor analysis of RNA sequencing data.

Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian

Bioinform., 2018

Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data.

Ehsan Hajiramezanali, Siamak Zamani Dadaneh, Alireza Karbalayghareh, Mingyuan Zhou, Xiaoning Qian

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Sequential Sampling for Optimal Bayesian Classification of Sequencing Count Data.

Ariana Broumand, Siamak Zamani Dadaneh

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2016

Bayesian module identification from multiple noisy networks.

Siamak Zamani Dadaneh, Xiaoning Qian

EURASIP J. Bioinform. Syst. Biol., 2016