Ichiro Takeuchi
Artificial Intelligence · 2001–2020
A researcher in the Science corpus: 25 papers; trusts 26 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 35 citations into it; #24,499 of 35,345 by trust here, #31,361 by citations
- Statistics and Probability — 30 citations into it
- Statistical Learning Theory — 17 citations into it
- Computer Vision and Pattern Recognition — 12 citations into it; #15,126 of 21,575 by trust here, #20,756 by citations
- Computational Mechanics — 8 citations into it
- Control and Systems Engineering — 8 citations into it
- Optimization & Training — 6 citations into it; #1,997 of 2,601 by trust here, #2,519 by citations
- Representation & Self-Supervised Learning — 5 citations into it
Whom Ichiro Takeuchi trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Vladimir Naumovich Vapnik
- Shahar Mendelson
- Vladimir Naumovich Vapni
- Grace Wahba
- Peter L. Bartlett
- Eric R. Ziegel
- Nicholas I. Fisher
- Bernhard Schölkopf
- Alex Smola
- Trevor J. Hastie
Who trusts Ichiro Takeuchi overall
- Arthur Gretton
- Ingo Steinwart
- Alex J. Cannon
- Stephan K. Chalup
- Mona Eberts
- Theja Tulabandhula
- Yufeng Liu
- Holger Dette
- Alex Smola
- Choon Hui Teo
Papers from Ichiro Takeuchi's perspective
Ordered by how strongly the researchers Ichiro Takeuchi trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Learning Multiple Layers of Features from Tiny Images
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- The Nature of Statistical Learning Theory
Their papers
- Applications of high throughput (combinatorial) methodologies to electronic, magnetic, optical, and energy-related materials (2013) — 242 citations
- Identification of Quaternary Shape Memory Alloys with Near‐Zero Thermal Hysteresis and Unprecedented Functional Stability (2010) — 359 citations
- Combinatorial search of thermoelastic shape-memory alloys with extremely small hysteresis width (2006) — 672 citations
- Monolithic multichannel ultraviolet detector arrays and continuous phase evolution in MgxZn1−xO composition spreads (2003) — 204 citations
- Compositionally-tuned epitaxial cubic MgxZn1−xO on Si(100) for deep ultraviolet photodetectors (2003) — 242 citations
- Exploring a potential energy surface by machine learning for characterizing atomic transport (2017) — 22 citations
- Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network (2020) — 350 citations
- Low-Loss Integrated Photonic Switch Using Subwavelength Patterned Phase Change Material (2019) — 145 citations
- Exceptional power density and stability at intermediate temperatures in protonic ceramic fuel cells (2018) — 769 citations
- Machine learning modeling of superconducting critical temperature (2017) — 446 citations
- A review of elastocaloric cooling: materials, cycles and system integrations. (2016) — 322 citations
- Thermodynamics cycle analysis and numerical modeling of thermoelastic cooling systems (2015) — 144 citations
- Solid-state cooling with caloric materials (2015) — 170 citations
- Demonstration of high efficiency elastocaloric cooling with large ΔT using NiTi wires (2012) — 492 citations
- Suboptimal Solution Path Algorithm for Support Vector Machine (2011) — 17 citations
- Conditional Density Estimation via Least-Squares Density Ratio Estimation (2010) — 72 citations
- Universal Behavior and Electric‐Field‐Induced Structural Transition in Rare‐Earth‐Substituted BiFeO3 (2010) — 393 citations
- Fabrication and characterization of all-thin-film magnetoelectric sensors (2009) — 157 citations
- Structural transitions and complex domain structures across a ferroelectric-to-antiferroelectric phase boundary in epitaxial Sm-doped BiFeO 3 thin films (2009) — 173 citations
- Combinatorial discovery of a lead-free morphotropic phase boundary in a thin-film piezoelectric perovskite (2008) — 262 citations