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Statistics Publications



2018

Heuristic policies for stochastic knapsack problem with time-varying random demand
Lu, Yingdong
Applied Stochastic Models in Business and Industry, Wiley Online Library, 2018
Abstract

Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy
Amit Gruber, Chen Yanover, Tal El-Hay, Anders Sonnerborg, Vanni Borghi, Francesca Incardona, Yaara Goldschmidt
International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 317--326, 2018

Labeled Graph Clustering via Projected Gradient Descent
Shiau Hong Lim, Gregory Calvez
Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics (AISTATS), 2018

When Confounders Are Confounded: Naive Benchmarking in Sensitivity Analysis
Cinelli, Carlos, and Pearl, Judea, and Chen, Bryant
Joint Statistical Meetings, 2018


2017

A Bayesian approach for predicting neotropical primate reservoirs of Zika virus
Subhabrata Majumdar, Dennis Wei, Adam Perer, Benjamin Glicksberg, Aleksandra Mojsilovic, Kush R. Varshney, Barbara A. Han
International Symposium on Business and Industrial Statistics (ISBIS), 2017


2016

Minimum Distance Lasso for robust high-dimensional regression
Aurelie C Lozano, Nicolai Meinshausen and Eunho Yang
Electronic Journal of Statistics 10(1), 1296--1340, The Institute of Mathematical Statistics and the Bernoulli Society, 2016

Hierarchical Time Series Forecasting
Julie Novak, Beatriz Etchegaray Garcia, Yasuo Amemiya
Joint Statistical Meetings, 2016

Discussion of "Reinforcement learning behaviors in sponsored search"
Y. Zhu
Applied Stochastic Models in Business and Industry32, 369, 2016

Sliced Orthogonal Array-Based Latin Hypercube Designs
Hwang, Youngdeok and He, Xu and Qian, Peter ZG
Technometrics 58(1), 50--61, Taylor & Francis, 2016
Abstract

A Statistical Modeling Approach for Air Quality Data Based on Physical Dispersion Processes and Its Application to Ozone Modeling
Xiao Liu, Kyongmin Yeo, Youngdeok Hwang, Jitendra Singh, Jayant Kalagnanam
Annals of Applied Statistics 10(2), 756-785, Institute of Mathematical Statistics, 2016


2015


A Consistent Method for Graph Based Anomaly Localization
Satoshi Hara, Tetsuro Morimura, Toshihiro Takahashi, Hiroki Yanagisawa, Taiji Suzuki
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, pp. 333--341, 2015

Penalized Fast Subset Scanning
Skyler Speakman, Sriram Somanchi, Edward Mcfowland, Daniel B. Neill
Journal of Computational and Graphical Statistics, 2015
Selected Best of JCGS

A Spectral Algorithm for Inference in Hidden semi-Markov Models
Igor Melnyk, Arindam Banerjee
AISTATS: Artificial Intelligence and Statistics Conference, 2015

A Practical Approach to Spatio-Temporal Analysis
Huijing Jiang, Angela Schoergendorfer, Youngdeok Hwang, Yasuo Amemiya
Statistica Sinica25, 369-384, 2015

Learning Interpretable Classification Rules via Boolean Compressed Sensing
Dmitry M. Malioutov, Kush R. Varshney, Sanjeeb Dash
Joint Statistical Meetings, 2015

Enterprise Business Metric Forecasting
Beatriz Etchegaray Garcia, Yasuo Amemiya
Joint Statistical Meetings, 2015