Takanori Maehara
16 papers · 2015–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(81)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(9)
Mathematics & Optimization
(8)
Mathematics
(6)
Deep Learning
(5)
Core Methods
(5)
Optimization
(5)
Architectures
(4)
Optimization & Theory
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Application Areas
(2)
Core AI
(2)
Foundations
(2)
Computer Vision
(1)
Keywords
graph homomorphism
(2)
graph neural network
(2)
zero-suppressed binary decision diagram
(2)
submodular maximization
(2)
graph classification
(2)
density estimation
(1)
principal component analysis
(1)
stochastic gradient descent
(1)
graph matching
(1)
machine learning
(1)
bias detection
(1)
tensor decomposition
(1)
nash equilibrium
(1)
message passing
(1)
game theory
(1)
subspace selection
(1)
graph embedding
(1)
graph theory
(1)
dynamic programming
(1)
convex relaxation
(1)
Papers
Deep Homomorphism Networks
NeurIPS 2024
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters
NeurIPS 2021
Convexity of b-matching Games
IJCAI 2020
Faking Fairness via Stealthily Biased Sampling
AAAI 2020
Graph Homomorphism Convolution
ICML 2020
Data Cleansing for Models Trained with SGD
NeurIPS 2019
Exact Bernoulli Scan Statistics using Binary Decision Diagrams
IJCAI 2019
Group Decision Diagram (GDD): A Compact Representation for Permutations
AAAI 2019
Subspace Selection via DR-Submodular Maximization on Lattices
AAAI 2019
Neural Inverse Rendering for General Reflectance Photometric Stereo
ICML 2018
Optimal Bidding Strategy for Brand Advertising
IJCAI 2018
Statistically Efficient Estimation for Non-Smooth Probability Densities
AISTATS 2018
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm
NeurIPS 2017
Budget Allocation Problem with Multiple Advertisers: A Game Theoretic View
ICML 2015
Embedding Semantic Relations into Word Representations
IJCAI 2015
Unsupervised Cross-Domain Word Representation Learning
ACL 2015