137 citations
- Konan UniversityJP3 papers
- National Astronomical Observatory of JapanJP3 papers
- Tezukayama UniversityJP3 papers
- Advanced Telecommunications Research Institute InternationalJP2 papers
- Kavli Institute for the Physics and Mathematics of the UniverseJP2 papers
- Okayama Prefectural UniversityJP2 papers
- Research Organization of Information and SystemsJP2 papers
- Ritsumeikan UniversityJP2 papers
- The Institute of Statistical MathematicsJP2 papers
- The University of TokyoJP2 papers
- CYBO (Japan)JP1 paper
- Fukui University of TechnologyJP1 paper
Showing 2017Show all
3 papers · 1 filter
q-bio.NC2017★ 10 cited
Resting-state functional connectivity-based biomarkers and functional MRI-based neurofeedback for psychiatric disorders: a challenge for developing theranostic biomarkers
Takashi Yamada, Ryu-ichiro Hashimoto, Noriaki Yahata +6
Psychiatric research has been hampered by an explanatory gap between psychiatric symptoms and their neural underpinnings, which has resulted in poor treatment outcomes. This situat…
stat.ML2017★ 137 cited
Soft-DTW: a Differentiable Loss Function for Time-Series
Marco Cuturi, Mathieu Blondel
We propose in this paper a differentiable learning loss between time series, building upon the celebrated dynamic time warping (DTW) discrepancy. Unlike the Euclidean distance, DTW…
cs.LG2017★ 27 cited
On the Equivalence of Holographic and Complex Embeddings for Link Prediction
Katsuhiko Hayashi, Masashi Shimbo
We show the equivalence of two state-of-the-art link prediction/knowledge graph completion methods: Nickel et al's holographic embedding and Trouillon et al.'s complex embedding. W…