Publications (53)
Homotopy Continuation Approaches for Robust SV Classification and Regression
Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama +2
Safe Feature Pruning for Sparse High-Order Interaction Models
Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama +2
Safe Grid Search with Optimal Complexity
Eugene Ndiaye, Tam Le, Olivier Fercoq +2
Post Selection Inference with Kernels
Makoto Yamada, Yuta Umezu, Kenji Fukumizu +1
Sparse selection of bases in neural-network potential for crystalline and liquid Si
Ryo Kobayashi, Tomoyuki Tamura, Ichiro Takeuchi +1
High-throughput investigation of tunable superconductivity in FeSe films
Zhongpei Feng, Jie Yuan, Jun Li +19
Machine learning modeling of superconducting critical temperature
Valentin Stanev, Corey Oses, A. Gilad Kusne +4
Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining
Kazuya Nakagawa, Shinya Suzumura, Masayuki Karasuyama +2
Observation of perfect Andreev reflection due to Klein paradox in a topological superconducting state
Seunghun Lee, Valentin Stanev, Xiaohang Zhang +11
Atomic resolution imaging at 2.5 GHz using near-field microwave microscopy
Jonghee Lee, Christian J. Long, Haitao Yang +2
Evidence of a universal and isotropic 2Î/kBTC ratio in 122-type iron pnictide superconductors over a wide doping range
Xiaohang Zhang, Yoon Seok Oh, Yong Liu +8
Machine-learning guided discovery of a high-performance spin-driven thermoelectric material
Yuma Iwasaki, Ichiro Takeuchi, Valentin Stanev +10
Knowledge-Transfer based Cost-effective Search for Interface Structures: A Case Study on fcc-Al [110] Tilt Grain Boundary
Tomohiro Yonezu, Tomoyuki Tamura, Ichiro Takeuchi +1
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values
Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma +1
Ultra-low-field magneto-elastocaloric cooling in a multiferroic composite device
Huilong Hou, Peter Finkel, Margo Staruch +2
Observation of the Josephson effect in Pb/(Ba,K)Fe2As2 single crystal junctions
Xiaohang Zhang, Yoon Seok Oh, Yong Liu +4
Materials development by interpretable machine learning
Yuma Iwasaki, Ryoto Sawada, Valentin Stanev +7
Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering
Valentin Stanev, Velimir V. Vesselinov, A. Gilad Kusne +3
A machine learning-based selective sampling procedure for identifying the low energy region in a potential energy surface: a case study on proton conduction in oxides
Kazuaki Toyoura, Daisuke Hirano, Atsuto Seko +5
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling
Atsushi Shibagaki, Masayuki Karasuyama, Kohei Hatano +1
Robust Surface States indicated by Magnetotransport in SmB6 Thin Films
Jie Yong, Yeping Jiang, Xiaohang Zhang +3
Observation of the superconducting proximity effect in the surface state of SmB6 thin films
Seunghun Lee, Xiaohang Zhang, Yangang Liang +6
Josephson effect between electron-doped and hole-doped iron pnictide single crystals
Xiaohang Zhang, Shanta Saha, Nicholas P. Butch +8
Selective Inference via Marginal Screening for High Dimensional Classification
Yuta Umezu, Ichiro Takeuchi
Regularization Path of Cross-Validation Error Lower Bounds
Atsushi Shibagaki, Yoshiki Suzuki, Masayuki Karasuyama +1
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization
Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada +2
Combinatorial search of superconductivity in Fe-B composition spreads
Kui Jin, Richard Suchoski, Sean Fackler +4
Anomalous magnetoresistance in the spinel superconductor LiTi2O4
Kui Jin, Ge He, Xiaohang Zhang +9
Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems
Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi
Change in the magnetic structure of (Bi,Sm)FeO3 thin films at the morphotropic phase boundary probed by neutron diffraction
Shingo Maruyama, Varatharajan Anbusathaiah, Amy Fennell +3
The AFLOW Fleet for Materials Discovery
Cormac Toher, Corey Oses, David Hicks +48
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization
Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma +1
Selecting the Best in GANs Family: a Post Selection Inference Framework
Yao-Hung Hubert Tsai, Makoto Yamada, Denny Wu +3
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator
Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai +3
Ultrafast terahertz spectroscopy study of Kondo insulating thin film SmB$_{6}$: evidence for an emergent surface state
Jingdi Zhang, Jie Yong, Ichiro Takeuchi +2
Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines
Masayuki Karasuyama, Naoyuki Harada, Masashi Sugiyama +1
Selective Inference Approach for Statistically Sound Predictive Pattern Mining
Shinya Suzumura, Kazuya Nakagawa, Mahito Sugiyama +2
Safe Sample Screening for Support Vector Machines
Kohei Ogawa, Yoshiki Suzuki, Shinya Suzumura +1
Selective Inference for Change Point Detection in Multi-dimensional Sequences
Yuta Umezu, Ichiro Takeuchi
Suboptimal Solution Path Algorithm for Support Vector Machine
Masayuki Karasuyama, Ichiro Takeuchi
Probing the Order Parameter of Superconducting LiFeAs using Pb/LiFeAs and Au/LiFeAs Point-Contact Spectroscopy
Xiaohang Zhang, Bumsung Lee, Seunghyun Khim +3
An Algorithmic Framework for Computing Validation Performance Bounds by Using Suboptimal Models
Yoshiki Suzuki, Kohei Ogawa, Yuki Shinmura +1
Density-Difference Estimation
Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki +3
Active learning for enumerating local minima based on Gaussian process derivatives
Yu Inatsu, Daisuke Sugita, Kazuaki Toyoura +1
First principles thermodynamical modeling of the binodal and spinodal curves in lead chalcogenides
Demet Usanmaz, Pinku Nath, Jose J. Plata +5
Safe Triplet Screening for Distance Metric Learning
Tomoki Yoshida, Ichiro Takeuchi, Masayuki Karasuyama
Active microcantilevers based on piezoresistive ferromagnetic thin films
Harish Bhaskaran, Mo Li, Daniel Garcia-Sanchez +3
Statistically Discriminative Sub-trajectory Mining
Vo Nguyen Le Duy, Takuto Sakuma, Taiju Ishiyama +7
A computational high-throughput search for new ternary superalloys
Chandramouli Nyshadham, Corey Oses, Jacob E. Hansen +3
AFLOW-CHULL: Cloud-oriented platform for autonomous phase stability analysis
Corey Oses, Eric Gossett, David Hicks +10
Exploring a potential energy surface by machine learning for characterizing atomic transport
Kenta Kanamori, Kazuaki Toyoura, Junya Honda +7
Evolution of electronic states in n-type copper oxide superconductor via electric double layer gating
Kui Jin, Wei Hu, Beiyi Zhu +6
Stochastic Primal Dual Coordinate Method with Non-Uniform Sampling Based on Optimality Violations
Atsushi Shibagaki, Ichiro Takeuchi