Robert Nowak
52 papers
· 2006–2024
· 8 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Cross-Pollinator
(13)
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Renaissance Researcher
(8)
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Interdisciplinary Bridge
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Academic Marathon
(18)
πΊοΈ
Taxonomy Completionist
(24)
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Conference Polyglot
(8)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Conference Loyalist
(22)
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Topic Pioneer
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Deep Specialist
(22)
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Keyword Champion
π₯
Unstoppable
(17)
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Conference Pioneer
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Century Club
(52)
ποΈ
Keyword Collector
(93)
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Prolific Year
(10)
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Trend Setter
Conferences
NIPS (22)
AISTATS (15)
ICML (7)
AAAI (2)
ACL (2)
COLT (2)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
active learning
(15)
multi-armed bandit
(11)
sample complexity
(11)
regret bound
(6)
experimental design
(5)
pure exploration
(5)
linear bandit
(4)
online learning
(4)
matrix completion
(3)
low-rank matrix
(3)
neural network
(3)
metric learning
(3)
model selection
(3)
upper confidence bound
(3)
query complexity
(3)
label complexity
(2)
query selection
(2)
semi-supervised learning
(2)
stochastic optimization
(2)
hypothesis testing
(2)
Papers
Nearly Optimal Algorithms for Level Set Estimation
AISTATS 2022
Pareto Optimal Model Selection in Linear Bandits
AISTATS 2022
Linear Bandits with Feature Feedback
AAAI 2020
Robust Outlier Arm Identification
ICML 2020
On Regret with Multiple Best Arms
NIPS 2020
Bilinear Bandits with Low-rank Structure
ICML 2019
Adaptive Sampling for Coarse Ranking
AISTATS 2018
Random Consensus Robust PCA
AISTATS 2017
Learning Low-Dimensional Metrics
NIPS 2017
Sparse Dueling Bandits
AISTATS 2015
High-Rank Matrix Completion
AISTATS 2012
Noisy Generalized Binary Search
NIPS 2009
Learning Bigrams from Unigrams
ACL 2008
Human Active Learning
NIPS 2008