Shahin Boluki

According to our database, Shahin Boluki authored at least 14 papers between 2014 and 2024.

Collaborative distances:

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

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

2022

Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing.

Ravi Kumar, Shahin Boluki, Karl Isler, Jonas Rauch, Darius Walczak

CoRR, 2022

VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition.

Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak J. Mortazavi, Shuai Huang, Xiaoning Qian

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Optimal Bayesian supervised domain adaptation for RNA sequencing data.

Shahin Boluki, Xiaoning Qian, Edward R. Dougherty

Bioinform., 2021

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

Bayesian Graph Neural Networks with Adaptive Connection Sampling.

Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian

Proceedings of the 37th International Conference on Machine Learning, 2020

NADS: Neural Architecture Distribution Search for Uncertainty Awareness.

Randy Ardywibowo, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian

Proceedings of the 37th International Conference on Machine Learning, 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

Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification.

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Optimal clustering with missing values.

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

BMC Bioinform., 2019

Experimental Design via Generalized Mean Objective Cost of Uncertainty.

Shahin Boluki, Xiaoning Qian, Edward R. Dougherty

IEEE Access, 2019

2017

Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors.

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

BMC Bioinform., 2017

2014

Offensive Positioning Based on Maximum Weighted Bipartite Matching and Voronoi Diagram.

Mohammadhossein Malmir, Shahin Boluki, Saeed Shiry Ghidary

Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014