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    23 repositories

    • Bounding-Box-Based-MOBO

      Public
      Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty (AISTATS2024)
      R
      •
      MIT License
      •0•0•0•0•Updated Feb 28, 2024Feb 28, 2024

    • selective_inference_dnn_salient_region

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Feb 26, 2024Feb 26, 2024

    • SafePatternPruning

      Public
      SafePatternPruning: An Efficient Approach for Predictive Pattern Mining (KDD 2016)
      C++
      •
      Other
      •2•6•0•0•Updated Oct 18, 2023Oct 18, 2023

    • pmopt

      Public
      Pattern Mining and Optimization tools
      C++
      •0•0•0•0•Updated Oct 18, 2023Oct 18, 2023

    • sicore

      Public
      Python
      •1•3•0•0•Updated Jan 12, 2023Jan 12, 2023

    • MF-MES

      Public
      Multi-fidelity max-value entropy search (ICML2020) and its extensions (Neural Computation 2022)
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Sep 15, 2022Sep 15, 2022

    • CascadeBO

      Public
      Expected improvement-based and confidence interval-based cascade Bayesian optimization methods
      Python
      •
      Apache License 2.0
      •1•6•0•0•Updated Sep 15, 2022Sep 15, 2022

    • CMES-IBO

      Public
      Constrained max-value entropy search via information lower bound (ICML2022)
      Python
      •0•2•0•0•Updated Aug 11, 2022Aug 11, 2022

    • si4ul

      Public
      selective inference for unsupervised learning
      CSS
      •
      MIT License
      •0•1•0•0•Updated Mar 26, 2022Mar 26, 2022

    • stat-BSA

      Public
      C++
      •
      Other
      •0•0•0•0•Updated Jan 18, 2022Jan 18, 2022

    • parametric-si

      Public
      More powerful and general conditional selective inference(SI) with linear regression.
      TeX
      •
      MIT License
      •0•5•0•0•Updated Nov 3, 2021Nov 3, 2021

    • allerStat

      Public
      C++
      •
      MIT License
      •1•0•0•0•Updated Aug 23, 2021Aug 23, 2021

    • S3P-classifier

      Public
      C++
      •
      Other
      •0•2•0•0•Updated Jun 16, 2021Jun 16, 2021

    • selective_inference_stepwise_feature_selection

      Public
      Jupyter Notebook
      •
      MIT License
      •0•4•0•0•Updated Jun 11, 2021Jun 11, 2021

    • MS-DA-MIL-CNN

      Public
      Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)
      Python
      •
      GNU General Public License v3.0
      •15•77•1•0•Updated Jul 10, 2020Jul 10, 2020

    • Post-Hierarchical-Clustering-Inference

      Public
      C++
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 13, 2020Mar 13, 2020

    • Learning-Interpretable-Metric-between-Graphs

      Public
      Source code for KDD2019 accepted paper "Learning Interpretable Metric between Graphs: Convex Formulation and Computation with Graph Mining"
      C++
      •
      GNU General Public License v3.0
      •2•5•0•0•Updated Feb 4, 2020Feb 4, 2020

    • Safe-Triplet-Screening-for-Distance-Metric-Learning

      Public
      Source code for KDD2018 accepted paper "Safe Triplet Screening for Distance Metric Learning"
      C++
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Oct 31, 2019Oct 31, 2019

    • SelectiveInference-for-SafePatternPruning

      Public
      C++
      •0•0•0•0•Updated Apr 9, 2019Apr 9, 2019

    • scPCI

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Mar 28, 2019Mar 28, 2019

    • Cost-sensitiveMulti-taskBO

      Public
      Knowledge-Transfer-Based Cost-Effective Search for Interface Structures
      Python
      •0•0•0•0•Updated Oct 29, 2018Oct 29, 2018

    • s3fs

      Public
      Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling (ICML 2016)
      C++
      •
      MIT License
      •3•2•0•0•Updated Oct 28, 2016Oct 28, 2016

    • rpcvelb

      Public
      Regularization Path of Cross-Validation Error Lower Bounds (NIPS 2015)
      C++
      •
      MIT License
      •0•0•0•0•Updated Oct 28, 2016Oct 28, 2016