2021.12.12

Publications

Neural generators of sparse local linear models for achieving both accuracy and interpretability Neural generators of sparse local linear models for achieving both accuracy and interpretability

neural networks, 深層学習, ディープラーニング, 説明可能, ML, XAI, deep learning

2021.12.12

Publications

Gaussian Process Regression With Interpretable Sample-wise Feature Weights Gaussian Process Regression With Interpretable Sample-wise Feature Weights

Gaussian processes, ガウス過程, 説明可能, ML, XAI

2021.06.25

Publications

Predicting How CNN Training Time Changes on Various Mini-Batch Sizes by Considering Convolution Algorithms and Non-GPU Time Predicting How CNN Training Time Changes on Various Mini-Batch Sizes by Considering Convolution Algorithms and Non-GPU Time

Convolutional Neural Networks, GPU performance

2021.06.15

Publications

An Extensionally Equivalence-ensured Language for Task Parallel Processing with Backtracking-based Load Balancing An Extensionally Equivalence-ensured Language for Task Parallel Processing with Backtracking-based Load Balancing

termination, task parallel processing, load balancing, work stealing, domain-specific language, confluence, rewriting, operational semantics, concurrency

2021.05.22

Publications

Binarized Embeddings for Fast, Space-Efficient Knowledge Graph Completion Binarized Embeddings for Fast, Space-Efficient Knowledge Graph Completion

2020.11.30

Publications

A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings

2020.10.26

Publications

PubChemQC PM6: Data Sets of 221 Million Molecules with Optimized Molecular Geometries and Electronic Properties PubChemQC PM6: Data Sets of 221 Million Molecules with Optimized Molecular Geometries and Electronic Properties

dataset, quantum_chemistry, PubChemQC