Akihiro Yabe
8 papers · 2015–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (9)
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Conferences
ICML (3)
NIPS (2)
ACML (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
regret bound
(3)
online learning
(2)
sublinear regret
(2)
sparse linear regression
(2)
multi-armed bandit
(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)
arm selection
(1)
linear projection
(1)
kullback-leibler divergence
(1)
feature selection
(1)
portfolio optimization
(1)
predictive optimization
(1)
causal inference
(1)
Papers
On the Convex Combination of Determinantal Point Processes
ACML 2021
Unbiased Objective Estimation in Predictive Optimization
ICML 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint
NIPS 2018
Online Regression with Partial Information: Generalization and Linear Projection
AISTATS 2018
Causal Bandits with Propagating Inference
ICML 2018
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation
NIPS 2017
Robust Quadratic Programming for Price Optimization
IJCAI 2017
Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View
ICML 2015