Software

Software

A list of programs developed and released by our laboratory.

2022

MF-MES
MF-MES
A Generalized Framework of Multi-fidelity Max-value Entropy Search through Joint Entropy
Python
CMES-IBO
CMES-IBO
Constrained Max-value Entropy Search via Information lower BOund
Python

2020

DNN Representation Selective Inference
DNN Representation Selective Inference
Quantifying Statistical Significance of Neural Network Representation-Driven Hypotheses by Selective Inference
Python
MS-DA-MIL-CNN
MS-DA-MIL-CNN
Multi-scale Domain-adversarial Multiple Instance Learning CNN
Python
Parametric Lasso Selective Inference
Parametric Lasso Selective Inference
Parametric Programming Approach for More Powerful and General Lasso Selective Inference
Python
Parametric Selective Inference Changepoint
Parametric Selective Inference Changepoint
Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming
Python

2019

Learning Interpretable Metric between Graphs
Learning Interpretable Metric between Graphs
Learning Interpretable Metric between Graphs: Convex Formulation and Computation with Graph Mining
KDD2019 accepted paper
C++
SelectiveInference for SafePatternPruning
SelectiveInference for SafePatternPruning
SelectiveInference for SafePatternPruning
C++
S3P-classifier
S3P-classifier
Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis
Advanced Robotics Vol.33, 2019 accepted paper
C++

2018

Safe Triplet Screening
Safe Triplet Screening
Safe Triplet Screening for Distance Metric Learning
KDD2018 accepted paper
Neural Computation Vol. 31 (12), 2019 accepted paper
C++

2016

SafePatternPruning
SafePatternPruning
Safe pattern pruning: An Efficient Approach for Predictive Pattern Mining
KDD2016 accepted paper
C++
s3fs
s3fs
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling
ICML2016 accepted paper
C++

2015

rpcvelb
rpcvelb
Regularization path of Cross-validation Error Lower Bounds
NIPS2015 accepted paper
C++