Yuichi Ike
8 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Conference Polyglot (5) ๐ Interdisciplinary Bridge ๐ Cross-Pollinator (10)
๐บ๏ธ
Taxonomy Completionist
(16)
๐ฅ
Unstoppable
(5)
Conferences
AISTATS (3)
ICML (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(3)
persistence diagram
(2)
persistent homology
(2)
counterfactual explanation
(2)
actionable recourse
(2)
gradient descent
(1)
feature interaction
(1)
decision tree
(1)
out-of-distribution detection
(1)
neural network layer
(1)
topological feature
(1)
persistence homology
(1)
persistence map
(1)
stochastic subgradient
(1)
real analytic geometry
(1)
neural network
(1)
heat kernel signature
(1)
topological uncertainty
(1)
activation graph
(1)
filtration learning
(1)
Papers
Learning Decision Trees and Forests with Algorithmic Recourse
ICML 2024
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
NIPS 2023
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees
AISTATS 2022
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning
AISTATS 2021
Optimizing persistent homology based functions
ICML 2021
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
AAAI 2021
Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs
IJCAI 2021
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
AISTATS 2020