Shahin Boluki

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Missing Attribute Values

Neural Architecture

Bayesian Learning

Human Activity Recognition

Top Venues

Publications

Shahin Boluki, Siamak Zamani Dadaneh, Edward R. Dougherty, Xiaoning Qian
Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models With Uncertainty Quantification. IEEE Trans. Artif. Intell. 5 (3) (2024)
Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak J. Mortazavi, Shuai Huang, Xiaoning Qian
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition. AISTATS (2022)
Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition. CoRR (2022)
Ravi Kumar, Shahin Boluki, Karl Isler, Jonas Rauch, Darius Walczak
Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing. CoRR (2022)
Shahin Boluki, Xiaoning Qian, Edward R. Dougherty
Optimal Bayesian supervised domain adaptation for RNA sequencing data. Bioinform. 37 (19) (2021)
Shahin Boluki, Randy Ardywibowo, Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian
Learnable Bernoulli Dropout for Bayesian Deep Learning. AISTATS (2020)
Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian
Bayesian Graph Neural Networks with Adaptive Connection Sampling. ICML (2020)
Randy Ardywibowo, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian
NADS: Neural Architecture Distribution Search for Uncertainty Awareness. ICML (2020)
Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian
Bayesian Graph Neural Networks with Adaptive Connection Sampling. CoRR (2020)
Shahin Boluki, Randy Ardywibowo, Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian
Learnable Bernoulli Dropout for Bayesian Deep Learning. CoRR (2020)
Siamak Zamani Dadaneh, Shahin Boluki, Mingzhang Yin, Mingyuan Zhou, Xiaoning Qian
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator. UAI (2020)
Siamak Zamani Dadaneh, Shahin Boluki, Mingyuan Zhou, Xiaoning Qian
Arsm Gradient Estimator for Supervised Learning to Rank. ICASSP (2020)
Randy Ardywibowo, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian
NADS: Neural Architecture Distribution Search for Uncertainty Awareness. CoRR (2020)
Siamak Zamani Dadaneh, Shahin Boluki, Mingzhang Yin, Mingyuan Zhou, Xiaoning Qian
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator. CoRR (2020)
Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty
Optimal clustering with missing values. BMC Bioinform. (12) (2019)
Shahin Boluki, Xiaoning Qian, Edward R. Dougherty
Experimental Design via Generalized Mean Objective Cost of Uncertainty. IEEE Access 7 (2019)
Siamak Zamani Dadaneh, Shahin Boluki, Mingyuan Zhou, Xiaoning Qian
ARSM Gradient Estimator for Supervised Learning to Rank. CoRR (2019)
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (2) (2019)
Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty
Optimal Clustering with Missing Values. CoRR (2019)
Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty
Optimal Clustering with Missing Values. BCB (2018)
Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors. BMC Bioinform. 18 (14) (2017)
Mohammadhossein Malmir, Shahin Boluki, Saeed Shiry Ghidary
Offensive Positioning Based on Maximum Weighted Bipartite Matching and Voronoi Diagram. RoboCup (2014)