Ashwinkumar Badanidiyuru
7 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(10)
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Cross-Pollinator
(12)
π±
Topic Pioneer
π
Trend Setter
Conferences
COLT (2)
NIPS (2)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
data summarization
(2)
online learning
(2)
submodular maximization
(2)
regret bound
(2)
knapsack constraint
(2)
approximation guarantee
(2)
submodular optimization
(2)
approximation algorithm
(1)
contextual bandit
(1)
distributed algorithm
(1)
barrier function
(1)
knapsack problem
(1)
resource constraint
(1)
personalized recommendation
(1)
mentor feedback
(1)
matchoid constraint
(1)
combinatorial optimization
(1)
decision making
(1)
constrained optimization
(1)
multi-objective learning
(1)
Papers
Generalization and Learnability in Multiple Instance Regression
UAI 2024
Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions
ICLR 2024
Submodular Maximization Through Barrier Functions
NIPS 2020
Fast Constrained Submodular Maximization: Personalized Data Summarization
ICML 2016
Distributed Submodular Cover: Succinctly Summarizing Massive Data
NIPS 2015
Resourceful Contextual Bandits
COLT 2014
Robust Multi-objective Learning with Mentor Feedback
COLT 2014