Akihiro Yabe
8 papers · 2015–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(16)
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Research topics
Keywords
regret bound
(3)
sublinear regret
(2)
multi-armed bandit
(2)
sparse linear regression
(2)
online learning
(2)
probability distribution
(1)
nash equilibrium
(1)
game theory
(1)
bandit feedback
(1)
cardinality constraint
(1)
sequential decision making
(1)
subset selection
(1)
determinantal point process
(1)
matrix-normal distribution
(1)
linear projection
(1)
arm selection
(1)
kullback-leibler divergence
(1)
feature selection
(1)
portfolio optimization
(1)
causal inference
(1)
Papers
On the Convex Combination of Determinantal Point Processes
ACML 2021
Causal Bandits with Propagating Inference
ICML 2018
Online Regression with Partial Information: Generalization and Linear Projection
AISTATS 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint
NeurIPS 2018
Unbiased Objective Estimation in Predictive Optimization
ICML 2018
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation
NeurIPS 2017
Robust Quadratic Programming for Price Optimization
IJCAI 2017
Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View
ICML 2015