Abbas Mehrabian
7 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (15)
π£
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Cross-Pollinator
(7)
π₯
Unstoppable
(5)
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Trend Setter
Conferences
AISTATS (2)
AAAI (1)
COLT (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
neural network
(3)
learning theory
(3)
regret bound
(3)
multi-armed bandit
(3)
stochastic bandit
(2)
piecewise linear
(1)
sample compression
(1)
thompson sampling
(1)
distribution learning
(1)
upper confidence bound
(1)
gaussian distribution
(1)
tree search
(1)
relu activation
(1)
linear bandit
(1)
adversarial bandit
(1)
structured bandit
(1)
gaussian mixture
(1)
minimax-optimal regret
(1)
tabu search
(1)
mixture of gaussian
(1)
Papers
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search
IJCAI 2024
Regret Bounds for Batched Bandits
AAAI 2021
Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
AISTATS 2020
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players
AISTATS 2020
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks
JMLR 2019
Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes
NIPS 2018
Nearly-tight VC-dimension bounds for piecewise linear neural networks
COLT 2017