Ambuj Tewari
102 papers
· 2006–2025
· 11 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(33)
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Academic Marathon
(19)
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Keyword Pioneer
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Interdisciplinary Bridge
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Conference Polyglot
(11)
π£
Hot Topic Early Bird
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Renaissance Researcher
(6)
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Cross-Pollinator
(13)
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Conference Loyalist
(39)
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Keyword Trendsetter Combo
(3)
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Keyword Champion
(2)
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Triple Crown
π±
Topic Pioneer
π¬
Deep Specialist
(16)
π€
Dynamic Duo
(14)
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Century Club
(102)
ποΈ
Keyword Collector
(178)
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Trend Setter
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Conference Pioneer
π₯
Unstoppable
(16)
β‘
Prolific Year
(10)
β
The Questioner
(3)
Conferences
NIPS (39)
AISTATS (18)
ICML (11)
JMLR (10)
COLT (7)
UAI (7)
ALT (4)
ICLR (2)
IJCAI (2)
CLEAR (1)
L4DC (1)
Top co-authors
Research topics
Keywords
online learning
(25)
regret bound
(23)
multiclass classification
(8)
convex optimization
(7)
multi-armed bandit
(7)
learning theory
(6)
rademacher complexity
(5)
markov decision process
(5)
thompson sampling
(5)
learning to rank
(5)
reinforcement learning
(4)
generalization bound
(4)
stochastic optimization
(4)
binary classification
(4)
regret analysis
(3)
pac learning
(3)
differential privacy
(3)
multi-class classification
(3)
causal inference
(3)
feature selection
(3)
Papers
Online Classification with Predictions
NIPS 2024
Conformal Contextual Robust Optimization
AISTATS 2024
Online Learning with Set-valued Feedback
COLT 2024
Online Agnostic Multiclass Boosting
NIPS 2022
Adaptive Sampling for Discovery
NIPS 2022
Low-Rank Generalized Linear Bandit Problems
AISTATS 2021
Online Multiclass Boosting with Bandit Feedback
AISTATS 2019
Online Boosting Algorithms for Multi-label Ranking
AISTATS 2018
Action Centered Contextual Bandits
NIPS 2017
Online multiclass boosting
NIPS 2017
Online Ranking with Top-1 Feedback
AISTATS 2015
Online Linear Optimization via Smoothing
COLT 2014
Learning with Noisy Labels
NIPS 2013
Perturbation based Large Margin Approach for Ranking
AISTATS 2012
Online Learning: Beyond Regret
COLT 2011
On NDCG Consistency of Listwise Ranking Methods
AISTATS 2011
Smoothness, Low Noise and Fast Rates
NIPS 2010