Robert Tibshirani
6 papers · 2004–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (21) π Cross-Pollinator (15)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Trend Setter
Conferences
JMLR (5)
CVPR (1)
Top co-authors
Keywords
feature selection
(2)
support vector machine
(2)
convex optimization
(1)
structure learning
(1)
low-rank approximation
(1)
spectral regularization
(1)
matrix completion
(1)
biomedical imaging
(1)
regularization path
(1)
hyperparameter tuning
(1)
nuclear norm
(1)
proximal gradient descent
(1)
graphical model
(1)
decision tree
(1)
vision-language model
(1)
interpretable model
(1)
image-text retrieval
(1)
zero-shot classification
(1)
markov network
(1)
deep network
(1)
Papers
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
CVPR 2025
LassoNet: A Neural Network with Feature Sparsity
JMLR 2021
Spectral Regularization Algorithms for Learning Large Incomplete Matrices
JMLR 2010
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods
JMLR 2009
Margin Trees for High-dimensional Classification
JMLR 2007
The Entire Regularization Path for the Support Vector Machine
JMLR 2004