Daniel P. Robinson
9 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (13)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Academic Marathon
(9)
π
Conference Pioneer
π₯
Unstoppable
(5)
β
The Questioner
Conferences
CVPR (4)
AISTATS (1)
ECCV (1)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
motion segmentation
(2)
sparse optimization
(2)
stochastic gradient
(1)
video segmentation
(1)
subspace learning
(1)
sparse representation
(1)
model fitting
(1)
robust estimation
(1)
group sparsity
(1)
outlier detection
(1)
l1 regularization
(1)
random walk
(1)
variance reduction
(1)
nonlinear manifold
(1)
geometric analysis
(1)
convex optimization
(1)
l2 regularization
(1)
neural network compression
(1)
low-rank representation
(1)
subspace clustering
(1)
Papers
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
CVPR 2025
Geometric Analysis of Nonlinear Manifold Clustering
NIPS 2024
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization
AISTATS 2023
Robust Homography Estimation via Dual Principal Component Pursuit
CVPR 2020
Is an Affine Constraint Needed for Affine Subspace Clustering?
ICCV 2019
Scalable Exemplar-based Subspace Clustering on Class-Imbalanced Data
ECCV 2018
Provable Self-Representation Based Outlier Detection in a Union of Subspaces
CVPR 2017
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering
CVPR 2016
Trading-Off Cost of Deployment Versus Accuracy in Learning Predictive Models
IJCAI 2016