Rob Nowak
6 papers · 2011–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10) π Cross-Pollinator (14) π Renaissance Researcher (5)
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Interdisciplinary Bridge
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Conferences
NIPS (4)
AISTATS (2)
Top co-authors
Keywords
convex optimization
(2)
active learning
(2)
reproducible research
(1)
interactive learning
(1)
sparse learning
(1)
feature selection
(1)
hierarchical clustering
(1)
multitask learning
(1)
adaptive sampling
(1)
group lasso
(1)
gaussian process
(1)
query selection
(1)
similarity-based learning
(1)
machine learning
(1)
distance matrix
(1)
version space
(1)
low-dimensional embedding
(1)
best arm identification
(1)
minimax optimal
(1)
sparse overlapping sets
(1)
Papers
Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers
NIPS 2021
Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications
AISTATS 2017
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding
NIPS 2016
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning
NIPS 2015
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
NIPS 2013
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
AISTATS 2011