Publications

@article{wang2020safe,
author={Rui Wang and Chaitanya Mitash and Shiyang Lu and Daniel Boehm and Kostas E. Bekris},
title={Safe and Effective Picking Paths in Clutter given Discrete Distributions of Object Poses},
journal={IEEE/RSJ International Confernece on Intelligent Robots and Systems (IROS)},
year={2020},
}

@article{kleinbort2019refined,
title={Refined Analysis of Asymptotically-Optimal Kinodynamic Planning in the State-Cost Space},
author={Michal Kleinbort and Edgar Granados and Kiril Solovey and Riccardo Bonalli and Kostas E. Bekris and Dan Halperin},
journal={IEEE International Conference on Robotics and Automation (ICRA)},
year={2019}
}

@article{han2019limit,
title={Limit distribution theory for block estimators in multiple isotonic regression},
author={Qiyang Han and Cun-Hui Zhang},
journal={arXiv preprint arXiv:1905.12825},
year={2019}
}

@article{deng2018isotonic,
title={Isotonic regression in multi-dimensional spaces and graphs},
author={Hang Deng and Cun-Hui Zhang},
journal={arXiv preprint arXiv:1812.08944},
year={2018}
}

@article{hung2020varying,
author={Ying Hung and L.-H. Lin and C.F.J. Wu},
title={Varying coefficient Frailty Models with applications in single molecular experiments},
year={2019},
}

@article{hung2019optimal,
author={Ying Hung and L. Wang},
title={Optimal Crossover Designs for Quantitative Variables},
year={2019},
}

@article{he2019gaussian,
author={L. He and Ying Hung},
title={Gaussian Process prediction using experimental design-based Subagging},
year={2019},
}

@article{chen2019factor,
title={Factor Models for High-Dimensional Tensor Time Series},
author={Rong Chen and Dan Yang and Cun-Hui Zhang},
journal={arXiv preprint arXiv:1905.07530},
year={2019}
}

@article{kepley2020computing,
title={Computing linear extensions for Boolean lattices with algebraic constraints},
author={Shane Kepley and Konstantin Mischaikow and Lun Zhang},
journal={arXiv preprint arXiv:2006.02622},
year={2020}
}

@article{cyranka2018contractibility,
title={Contractibility of a persistence map preimage},
author={Jacek Cyranka and Konstantin Mischaikow},
journal={arXiv preprint arXiv:1810.12447},
year={2018}
}

@article{deng2017beyond,
title={Beyond Gaussian approximation: Bootstrap for maxima of sums of independent random vectors},
author={Hang Deng and Cun-Hui Zhang},
journal={arXiv preprint arXiv:1705.09528},
year={2017}
}

@article{lu2020analysis,
author={X. Lu and X. Xu and W. Zhang},
title={Analysis of the Ball-Majumdar potential in the Landau-de Gennes theory: An elementary
approach},
year={2020}
}

@article{awasthi2020adversarial,
title={Adversarial robustness via robust low rank representations},
author={Pranjal Awasthi and Himanshu Jain and Ankit Singh Rawat and Aravindan Vijayaraghavan},
journal={arXiv preprint arXiv:2007.06555},
year={2020}
}

@article{abernethy2020adaptive,
title={Adaptive Sampling to Reduce Disparate Performance},
author={Jacob Abernethy and Pranjal Awasthi and Matth{\”a}us Kleindessner and Jamie Morgenstern and Jie Zhang},
journal={arXiv preprint arXiv:2006.06879},
year={2020}
}

@article{li2020sequential,
title={A sequential split-and-conquer approach for the analysis of big dependent data in computer experiments},
author={Chengrui Li and Ying Hung and Minge Xie},
journal={Canadian Journal of Statistics},
publisher={Wiley Online Library},
year={2020}
}

@article{kleindessner2020notion,
title={A Notion of Individual Fairness for Clustering},
author={Matth{\”a}us Kleindessner and Pranjal Awasthi and Jamie Morgenstern},
journal={arXiv preprint arXiv:2006.04960},
year={2020}
}

@article{chen2019factor,
title={Factor Models for High-Dimensional Tensor Time Series},
author={Rong Chen and Dan Yang and Cun-Hui Zhang},
journal={arXiv preprint arXiv:1905.07530},
year={2019}
}

@article{han2020tensor,
title={Tensor Factor Model Estimation by Iterative Projection},
author={Yuefeng Han and Rong Chen and Dan Yang and Cun-Hui Zhang},
journal={arXiv preprint arXiv:2006.02611},
year={2020}
}

@article{chen2018autoregressive,
title={Autoregressive models for matrix-valued time series},
author={Rong Chen and Han Xiao and Dan Yang},
journal={Journal of Econometrics},
year={2020},
publisher={Elsevier}
}

@article{cai2019kopa,
title={KoPA: Automated Kronecker Product Approximation},
author={Chencheng Cai and Rong Chen and Han Xiao},
journal={arXiv preprint arXiv:1912.02392},
year={2019}
}

@article{cai2019hybrid,
title={Hybrid Kronecker Product Decomposition and Approximation},
author={Chencheng Cai and Rong Chen and Han Xiao},
journal={arXiv preprint arXiv:1912.02955},
year={2019}
}

@article{cai2019stable,
title={Stable Matrix Completion using Properly Configured Kronecker Product Decomposition},
author={Chencheng Cai and Rong Chen and Han Xiao},
journal={arXiv preprint arXiv:1911.11774},
year={2019}
}

@article{cai2019individualized,
title={Individualized Group Learning},
author={Chencheng Cai and Rong Chen and Min-ge Xie},
journal={arXiv preprint arXiv:1906.05533},
year={2019}
}

@article{klusowski2020sparse,
author={Jason M Klusowski},
title={Sparse learning with CART},
journal={NeurIPS},
year={2020},
}

@article{theisen2020good,
title={Good linear classifiers are abundant in the interpolating regime},
author={Ryan Theisen and Jason M Klusowski and Michael W Mahoney},
journal={arXiv preprint arXiv:2006.12625},
year={2020}
}

@article{liu2020threshold,
title={Threshold factor models for high-dimensional time series},
author={Xialu Liu and Rong Chen},
journal={Journal of Econometrics},
volume={216},
number={1},
pages={53–70},
year={2020},
publisher={Elsevier}
}

@article{szegedy2020rearrangement,
title={On Rearrangement of Items Stored in Stacks},
author={Mario Szegedy and Jingjin Yu},
journal={The 14th International Workshop on the Algorithmic Foundations of Robotics},
year={2020}
}

@article{khalid2020discourse,
title={Discourse Coherence, Reference Grounding and Goal Oriented Dialogue},
author={Baber Khalid and Malihe Alikhani and Michael Fellner and Brian McMahan and Matthew Stone},
journal={The 24th Workshop on the Semantics and Pragmatics of Dialogue},
year={2020}
}

@inproceedings{mcmahan2020analyzing,
title={Analyzing Speaker Strategy in Referential Communication},
author={Brian McMahan and Matthew Stone},
booktitle = {Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue},
month = jul,
year = {2020},
address = {1st virtual meeting},
publisher = {Association for Computational Linguistics},
url = {https://www.aclweb.org/anthology/2020.sigdial-1.22},
pages = {175–185}
}

@inproceedings{alikhani2020pointing,
title={That and There: Judging the Intent of Pointing Actions with Robotic Arms.},
author={Malihe Alikhani and Baber Khalid and Rahul Shome and Chaitanya Mitash and Kostas Bekris and Matthew Stone},
booktitle={Proceedings of AAAI},
pages={10343–10351},
year={2020}
}

@inproceedings{alikhani2020clue,
title = {Cross-modal Coherence Modeling for Caption Generation},
author={Malihe Alikhani and Piyush Sharma and Shengjie Li and Radu Soricut and Matthew Stone},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
month = jul,
year = {2020},
address = {Online},
publisher = {Association for Computational Linguistics},
url = {https://www.aclweb.org/anthology/2020.acl-main.583},
pages = {6525–6535}
}

@article{cakoni2020periodic,
author={Fioralba Cakoni and Shari Moskow and Tayler Pangburn},
title={Limiting Boundary Correctors for Periodic Microstructures and Inverse Homogenization Series},
journal={Inverse Problems},
month={jun},
year={2020},
publisher={{IOP} Publishing},
volume={36},
number={6},
pages={065009}
}

@inbook{roberts2020data,
author={Fred Roberts},
title={Data Science and Resilience},
booktitle={Resilience in the Digital Age},
year={2020},
publisher={Springer}
}

@inbook{roberts2020resilience,
author={Fred Roberts},
title={Resilience Algorithms in Complex Networks},
booktitle={Resilience in the Digital Age},
year={2020},
publisher={Springer}
}

@article{shome2020synchronized,
title={Synchronized Multi-Arm Rearrangement Guided by Mode Graphs with Capacity Constraints},
author={Rahul Shome and Kostas E. Bekris},
journal={The 14th International Workshop on the Algorithmic Foundations of Robotics},
year={2020}
}

@inproceedings{shome2020boundaries,
author={Rahul Shome and Daniel Nakhimovich and Kostas E. Bekris},
title={Pushing the Boundaries of Asymptotic Optimality in Integrated Task and Motion Planning},
booktitle={The 14th International Workshop on the Algorithmic Foundations of Robotics},
year={2020}
}

@inproceedings{ness2019deep,
author = {Linda Ness},
title = {A Deep Learning Example: the Generic Vector Projection Model, Interpolation and Generalization Analysis},
booktitle={Workshop for Women in Data Science and Mathematics},
year={2019}
}