Idan Amir
5 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (4)
COLT (1)
Top co-authors
Keywords
stochastic convex optimization
(2)
regret bound
(2)
online learning
(2)
sample complexity
(2)
gradient descent
(2)
generalization error
(2)
expert advice
(1)
multi-armed bandit
(1)
learning rate
(1)
generalized linear model
(1)
switching cost
(1)
multiplicative weight
(1)
stochastic optimization
(1)
full-batch optimization
(1)
stochastic gradient descent
(1)
empirical risk minimization
(1)
uniform convergence
(1)
early stopping
(1)
online mirror descent
(1)
Papers
Better Best of Both Worlds Bounds for Bandits with Switching Costs
NIPS 2022
Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization
NIPS 2022
Never Go Full Batch (in Stochastic Convex Optimization)
NIPS 2021
SGD Generalizes Better Than GD (And Regularization Doesnβt Help)
COLT 2021
Prediction with Corrupted Expert Advice
NIPS 2020