Conic Scan-and-Cover algorithms for nonparametric topic modeling. - Mikhail Yurochkin; Aritra Guha; XuanLong Nguyen (NIPS, 2017)

Streaming dynamic and distributed inference of latent geometric structures. - Mikhail Yurochkin; Zhiwei Fan; Aritra Guha; Paraschos Koutris; XuanLong Nguyen (CoRR, 2018)

Dirichlet Simplex Nest and Geometric Inference. - Mikhail Yurochkin; Aritra Guha; Yuekai Sun; XuanLong Nguyen (ICML, 2019)

Scalable inference of topic evolution via models for latent geometric structures. - Mikhail Yurochkin; Zhiwei Fan; Aritra Guha; Paraschos Koutris; XuanLong Nguyen (NeurIPS, 2019)

Robust Unsupervised Learning of Temporal Dynamic Interactions. - Aritra Guha; Rayleigh Lei; Jiacheng Zhu; XuanLong Nguyen; Ding Zhao (CoRR, 2020)

Outlier-Robust Optimal Transport. - Debarghya Mukherjee; Aritra Guha; Justin M. Solomon; Yuekai Sun; Mikhail Yurochkin (ICML, 2021)

Functional Optimal Transport: Mapping Estimation and Domain Adaptation for Functional data. - Jiacheng Zhu; Aritra Guha; Mengdi Xu; Yingchen Ma; Rayleigh Lei; Vincenzo Loffredo; XuanLong Nguyen; Ding Zhao (CoRR, 2021)

Scalable nonparametric Bayesian learning for heterogeneous and dynamic velocity fields. - Sunrit Chakraborty; Aritra Guha; Rayleigh Lei; XuanLong Nguyen (CoRR, 2021)

Towards Algorithmic Fairness in Space-Time: Filling in Black Holes. - Cheryl J. Flynn; Aritra Guha; Subhabrata Majumdar; Divesh Srivastava; Zhengyi Zhou (CoRR, 2022)

On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances. - Aritra Guha; Nhat Ho; XuanLong Nguyen (ICML, 2023)

Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics. - Jiacheng Zhu; Jielin Qiu; Aritra Guha; Zhuolin Yang; XuanLong Nguyen; Bo Li 026; Ding Zhao (ICML, 2023)

Scalable nonparametric Bayesian learning for dynamic velocity fields. - Sunrit Chakraborty; Aritra Guha; Rayleigh Lei; XuanLong Nguyen (UAI, 2023)

Interpolation for Robust Learning: Data Augmentation on Geodesics. - Jiacheng Zhu; Jielin Qiu; Aritra Guha; Zhuolin Yang; XuanLong Nguyen; Bo Li 026; Ding Zhao (CoRR, 2023)