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Safe Pattern Pruning: An Efficient Approach for Predictive Pattern
  Mining

Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining

15 February 2016
K. Nakagawa
S. Suzumura
Masayuki Karasuyama
Koji Tsuda
Ichiro Takeuchi
ArXiv (abs)PDFHTML

Papers citing "Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining"

16 / 16 papers shown
Exact Subgraph Isomorphism Network with Mixed $L_{0,2}$ Norm Constraint for Predictive Graph Mining
Exact Subgraph Isomorphism Network with Mixed L0,2L_{0,2}L0,2​ Norm Constraint for Predictive Graph Mining
Taiga Kojima
Masayuki Karasuyama
Ayato Kohara
Masayuki Karasuyama
GNN
210
0
0
25 Sep 2025
Generalized Kernel Inducing Points by Duality Gap for Dataset Distillation
Generalized Kernel Inducing Points by Duality Gap for Dataset Distillation
Tatsuya Aoyama
Hanting Yang
Hiroyuki Hanada
Satoshi Akahane
Tomonari Tanaka
...
Noriaki Hashimoto
Taro Murayama
Hanju Lee
Shinya Kojima
Ichiro Takeuchi
427
1
0
18 Feb 2025
Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with
  Trainable Attribute
Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable AttributeKnowledge Discovery and Data Mining (KDD), 2024
Tajima Shinji
Ren Sugihara
Ryota Kitahara
Masayuki Karasuyama
196
3
0
10 Feb 2024
Efficient Model Selection for Predictive Pattern Mining Model by Safe
  Pattern Pruning
Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning
Takumi Yoshida
Hiroyuki Hanada
K. Nakagawa
Kouichi Taji
Koji Tsuda
I. Takeuchi
TPM
298
4
0
23 Jun 2023
Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank
  Training Data Modifications
Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data ModificationsNeural Computation (Neural Comput.), 2023
Hiroyuki Hanada
Noriaki Hashimoto
Kouichi Taji
I. Takeuchi
BDL
275
2
0
22 Jun 2023
Learning Locally Interpretable Rule Ensemble
Learning Locally Interpretable Rule Ensemble
Kentaro Kanamori
359
1
0
20 Jun 2023
A Confidence Machine for Sparse High-Order Interaction Model
A Confidence Machine for Sparse High-Order Interaction Model
Chen Liang
Eugène Ndiaye
Ichiro Takeuchi
TPM
451
4
0
28 May 2022
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear
  Interaction Discovery in Linear Time
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time
Raj Agrawal
Tamara Broderick
532
2
0
23 Jun 2021
Fast and More Powerful Selective Inference for Sparse High-order
  Interaction Model
Fast and More Powerful Selective Inference for Sparse High-order Interaction ModelAAAI Conference on Artificial Intelligence (AAAI), 2021
Chen Liang
Vo Nguyen Le Duy
Hiroyuki Hanada
Koji Tsuda
Ichiro Takeuchi
193
23
0
09 Jun 2021
Supervised sequential pattern mining of event sequences in sport to
  identify important patterns of play: an application to rugby union
Supervised sequential pattern mining of event sequences in sport to identify important patterns of play: an application to rugby unionPLoS ONE (PLOS ONE), 2020
Rory Bunker
Keisuke Fujii
Hiroyuki Hanada
Ichiro Takeuchi
AI4TS
378
14
0
29 Oct 2020
Distance Metric Learning for Graph Structured Data
Distance Metric Learning for Graph Structured DataMachine-mediated learning (ML), 2020
Tomoki Yoshida
Ichiro Takeuchi
Masayuki Karasuyama
449
14
0
03 Feb 2020
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise
  Interactions in High Dimensions
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High DimensionsInternational Conference on Machine Learning (ICML), 2019
Raj Agrawal
Jonathan H. Huggins
Brian L. Trippe
Tamara Broderick
444
28
0
16 May 2019
Interval-based Prediction Uncertainty Bound Computation in Learning with
  Missing Values
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values
Hiroyuki Hanada
Toshiyuki Takada
Jun Sakuma
Ichiro Takeuchi
278
0
0
01 Mar 2018
WHInter: A Working set algorithm for High-dimensional sparse second
  order Interaction models
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models
Marine Le Morvan
Jean-Philippe Vert
198
17
0
16 Feb 2018
Safe Triplet Screening for Distance Metric Learning
Safe Triplet Screening for Distance Metric Learning
Tomoki Yoshida
Ichiro Takeuchi
Masayuki Karasuyama
320
17
0
12 Feb 2018
Selective Inference Approach for Statistically Sound Predictive Pattern
  Mining
Selective Inference Approach for Statistically Sound Predictive Pattern Mining
S. Suzumura
K. Nakagawa
M. Sugiyama
Koji Tsuda
Ichiro Takeuchi
TPM
349
1
0
15 Feb 2016
1
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