Rob Nowak
6 papers · 2011–2021 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(5)
Core Methods
(3)
Optimization & Theory
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Applications
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
active learning
(2)
convex optimization
(2)
learning theory
(1)
multi-task learning
(1)
interactive learning
(1)
query selection
(1)
feature selection
(1)
machine learning
(1)
hierarchical clustering
(1)
adaptive sampling
(1)
group lasso
(1)
gaussian process
(1)
sparse learning
(1)
similarity-based learning
(1)
reproducible research
(1)
distance matrix
(1)
version space
(1)
low-dimensional embedding
(1)
functional magnetic resonance imaging
(1)
fmri analysis
(1)
Papers
Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers
NeurIPS 2021
Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications
AISTATS 2017
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding
NeurIPS 2016
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning
NeurIPS 2015
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
NeurIPS 2013
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
AISTATS 2011