Aritra Guha

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Unsupervised Learning

Gaussian Mixture

Nonparametric Bayesian

Geometric Structure

Top Venues

Publications

Jiacheng Zhu, Jielin Qiu, Aritra Guha, Zhuolin Yang, XuanLong Nguyen, Bo Li, Ding Zhao
Interpolation for Robust Learning: Data Augmentation on Geodesics. CoRR (2023)
Sunrit Chakraborty, Aritra Guha, Rayleigh Lei, XuanLong Nguyen
Scalable nonparametric Bayesian learning for dynamic velocity fields. UAI (2023)
Aritra Guha, Nhat Ho, XuanLong Nguyen
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances. ICML (2023)
Jiacheng Zhu, Jielin Qiu, Aritra Guha, Zhuolin Yang, XuanLong Nguyen, Bo Li, Ding Zhao
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics. ICML (2023)
Cheryl Flynn, Aritra Guha, Subhabrata Majumdar, Divesh Srivastava, Zhengyi Zhou
Towards Algorithmic Fairness in Space-Time: Filling in Black Holes. CoRR (2022)
Debarghya Mukherjee, Aritra Guha, Justin M. Solomon, Yuekai Sun, Mikhail Yurochkin
Outlier-Robust Optimal Transport. ICML (2021)
Sunrit Chakraborty, Aritra Guha, Rayleigh Lei, XuanLong Nguyen
Scalable nonparametric Bayesian learning for heterogeneous and dynamic velocity fields. CoRR (2021)
Jiacheng Zhu, Aritra Guha, Mengdi Xu, Yingchen Ma, Rayleigh Lei, Vincenzo Loffredo, XuanLong Nguyen, Ding Zhao
Functional Optimal Transport: Mapping Estimation and Domain Adaptation for Functional data. CoRR (2021)
Aritra Guha, Rayleigh Lei, Jiacheng Zhu, XuanLong Nguyen, Ding Zhao
Robust Unsupervised Learning of Temporal Dynamic Interactions. CoRR (2020)
Mikhail Yurochkin, Aritra Guha, Yuekai Sun, XuanLong Nguyen
Dirichlet Simplex Nest and Geometric Inference. ICML (2019)
Mikhail Yurochkin, Aritra Guha, Yuekai Sun, XuanLong Nguyen
Dirichlet Simplex Nest and Geometric Inference. CoRR (2019)
Mikhail Yurochkin, Zhiwei Fan, Aritra Guha, Paraschos Koutris, XuanLong Nguyen
Scalable inference of topic evolution via models for latent geometric structures. NeurIPS (2019)
Mikhail Yurochkin, Zhiwei Fan, Aritra Guha, Paraschos Koutris, XuanLong Nguyen
Streaming dynamic and distributed inference of latent geometric structures. CoRR (2018)
Mikhail Yurochkin, Aritra Guha, XuanLong Nguyen
Conic Scan-and-Cover algorithms for nonparametric topic modeling. NIPS (2017)