← Authors

Aritra Guha

8 papers · 2017–2024 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (12) πŸ“ˆ Trend Setter

Conferences

ICML (4) NIPS (2) JMLR (1) UAI (1)

Top co-authors

Xuanlong Nguyen (7) Mikhail Yurochkin (4) Jiacheng Zhu (2) Ding Zhao (2) Yuekai Sun (2) Mengdi Xu (1) Dat Do (1) Zhuolin Yang (1) Jielin Qiu (1) nhαΊ­t Hα»“ (1)

Research topics

Statistics (1)

Keywords

wasserstein distance (3) topic modeling (2) nonparametric bayesian (2) optimal transport (2) geometric analysis (1) domain adaptation (1) dirichlet process (1) temporal dynamics (1) statistical consistency (1) model robustness (1) bayesian inference (1) mean estimation (1) data augmentation (1) convex optimization (1) bayesian nonparametrics (1) outlier detection (1) gaussian process (1) gibbs sampling (1) functional data analysis (1) robust optimization (1)

Papers

Functional optimal transport: regularized map estimation and domain adaptation for functional data JMLR 2024
Scalable nonparametric Bayesian learning for dynamic velocity fields UAI 2023
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances ICML 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023
Outlier-Robust Optimal Transport ICML 2021
Scalable inference of topic evolution via models for latent geometric structures NIPS 2019
Dirichlet Simplex Nest and Geometric Inference ICML 2019
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS 2017