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Papers
Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees
ICML 2025
Multi-Subspace Matrix Recovery from Permuted Data
AAAI 2025
The discordance between embedded ethics and cultural inference in large language models
EMNLP 2025
Efficient Low-Dimensional Compression of Overparameterized Models
AISTATS 2024
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
NeurIPS 2024
Learning Elastic Costs to Shape Monge Displacements
NeurIPS 2024
Origins of Low-Dimensional Adversarial Perturbations
AISTATS 2023
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data
ICML 2023
Noisy Sparse Subspace Clustering
JMLR 2016
Robust Tensor Factorization With Unknown Noise
CVPR 2016
An Efficient Statistical Method for Image Noise Level Estimation
ICCV 2015
BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies
ICCV 2015
Differentially private subspace clustering
NeurIPS 2015
Efficient Representations for Lifelong Learning and Autoencoding
COLT 2015
Geometric Conditions for Subspace-Sparse Recovery
ICML 2015
Multi-View Subspace Clustering
ICCV 2015
Robust Subspace Clustering via Half-Quadratic Minimization
ICCV 2013
Diffeomorphic Dimensionality Reduction
NeurIPS 2008