Shuchin Aeron
11 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot (7)
π
Academic Marathon
(11)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(6)
π
Century Club
(11)
π₯
Unstoppable
(6)
Conferences
ICML (3)
AISTATS (2)
CVPR (2)
ICCV (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(3)
representation learning
(1)
contrastive learning
(1)
adversarial learning
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
variational inference
(1)
bayesian inference
(1)
subspace learning
(1)
self-supervised learning
(1)
sample complexity
(1)
medical image classification
(1)
image denoising
(1)
state estimation
(1)
time series modeling
(1)
low-rank recovery
(1)
maximum mean discrepancy
(1)
low-rank matrix recovery
(1)
riemannian geometry
(1)
posterior approximation
(1)
Papers
Synthesis and Analysis of Data as Probability Measures With Entropy-Regularized Optimal Transport
AISTATS 2025
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications
AISTATS 2025
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification
CVPR 2024
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling
JMLR 2023
Measure Estimation in the Barycentric Coding Model
ICML 2022
Easy Variational Inference for Categorical Models via an Independent Binary Approximation
ICML 2022
Dynamical Wasserstein Barycenters for Time-series Modeling
NIPS 2021
Representation Learning via Adversarially-Contrastive Optimal Transport
ICML 2020
Efficient Low Rank Tensor Ring Completion
ICCV 2017
Denoising and Completion of 3D Data via Multidimensional Dictionary Learning
IJCAI 2016
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD
CVPR 2014