[Program]
Sunday, September 10th, 2017
9:30—10:20

REGISTRATIONMORNING SESSION (Chair: Koji HUKUSHIMA)
10:20—10:40

Opening Remark
Masato OKADA
Graduate School of Frontier Sciences, The University of Tokyo

10:40—11:20

A General Framework for Sparse Variable Selection: Exhaustive Searchwith Density-of-States Estimation
Yasuhiko IGARASHI
Research and Service Division of Materials Data and Integrated
System, National Institute for Materials Science

11:20—12:00

Estimating Causal Effects Using Triplet Orderings: Scale Free Graphs andDependence on the Node Order
Alexander K HARTMANN
Institute of Physics, University of Oldenburg

12:00—14:00

LUNCHAFTERNOON SESSION 1 (Chair: Kenji FUKUMIZU)
14:00—14:40

Reflectance Spectra of Asteroids and Meteorites: their Classifications andStatistical Comparisons
Hideaki MIYAMOTO
Department of Systems Innovation, The University of Tokyo

14:40—15:20

Optimizing Change Detection for Planetary Remote Sensing Datasets
Reid PARSONSEarth and Geographic Sciences Department, Fitchburg StateUniversity

15:20—15:40

COFFEE BREAKAFTERNOON SESSION 2 (Chair: Hideaki MIYAMOTO)
15:40—16:20

Taxonomy Matching between Asteroids and Meteorites: Supervised
Clustering Approach
Kenji FUKUMIZU
The Institute of Statistical Mathematics

16:20—17:00

Spatially Continuous Dynamic Factor Modeling with Basis Expansion
Using L2 Penalized Likelihood
Shotaro AKAHOHuman Informatics Research Institute, National Institute of Advanced
Industrial Science and Technology

Monday, September 11th, 2017
MORNING SESSION (Chair: Tomohisa OKADA)
10:00—10:40

Selective Isotope Labeling Strategy and Computational Interpretation ofSpectra for Protein NMR Analyses
Takuma KASAI
Quantitative Biology Center, RIKEN

10:40—11:20

Fully Automated Assignment of Methyl Resonances of a 36 kDa Protein
Dimer from Sparse NOESY DataIva PRITIŠANAC
Institute of Biophysical Chemistry, Center for Biomolecular MagneticResonance, Goethe University Frankfurt am Main

11:20—12:00

High-Performance Data Analysis on the Big Trajectory Data of Cellular
Scale All-Atom Molecular Dynamics Simulations
Isseki YU
Theoretical Molecular Science Laboratory, iTHES Research Group,RIKEN

12:00—14:00

LUNCH

AFTERNOON SESSION 1 (Chair: Takanori KIGAWA)
14:00—14:40

Challenges and Opportunities in Connecting Simulations with Experiments
via Molecular Dynamics of Cellular Environments
Michael FEIG
Department of Biochemistry and Molecular Biology, Michigan StateUniversity

14:40—15:20

TimeTubes: Visual Exploration of Observed Blazer Datasets
Issei FUJISHIRO
Center for Information and Computer Science, Keio University15:20—15:40

COFFEE BREAK

AFTERNOON SESSION 2 (Chair: Issei FUJISHIRO)
15:40—16:20

Zonal Reduced-Order Modelling toward Prediction of Transitional FlowFields
Takashi MISAKA
Frontier Research Institute for Interdisciplinary Sciences, Tohoku
University

16:20—17:00

Bringing Computer and Physics Closer
Yonghao YUE
Graduate School of Frontier Sciences, The University of Tokyo

Tuesday, September 12th, 2017
MORNING SESSION (Chair: Shotaro AKAHO)
10:00—10:40

TBA
Michael GARWOOD
Department of Radiology, University of Minnesota

10:40—11:20

Data-Driven Diagnosis for Compressed Sensing Algorithms
Yoshinori NAKANISHI-OHNOGraduate School of Arts and Sciences, The University of Tokyo11:20—12:00

Fast Randomized Semi-Supervised Clustering
Florent KRZAKALA
Laboratoire de Physique Statistique, École Normale Supérieure

12:00—14:00

LUNCH

AFTERNOON SESSION 1
14:00—15:40

POSTER SESSIONAFTERNOON SESSION 2 (Chair: Yoshiyuki KABASHIMA)
15:40—16:20

Leave-One-Out Cross-Validation Estimates of the Number of Modules in
Networks with Labeled Edges
Tatsuro KAWAMOTO
Artificial Intelligence Research Center, National Institute of Advanced
Industrial Science and Technology

16:20—17:00

Exact Bayesian Learning of Partition Directed Acyclic Graphs
Jukka CORANDER
Department of Biostatistics, University of Oslo

18:30—

BANQUET

Wednesday, September 13th, 2017
MORNING SESSION (Chair: Tatsu KUWATANI)
10:00—10:40

Geodetic Inversion for Spatial Distribution of Slow Earthquakes underSparsity Constraints
Takane HORI
Research and Development Center for Earthquake and Tsunami,
Japan Agency for Marine-Earth Science and Technology

10:40—11:20

TBA
Phil R CUMMINS
Research School of Earth Sciences, the Australian National University

11:20—12:00

Covariance Modeling in Applications of Data Assimilation to HighDimensional Earth and Geospace Systems
Tomoko MATSUO
Ann and H.J. Smead Department of Aerospace Engineering Sciences,
University of Colorado Boulder

12:00—14:00

LUNCH

AFTERNOON SESSION (Chair: Toshiyuki TANAKA)
14:00—14:40

Sparse Modeling for Quantum Monte-Carlo Simulation
Masayuki OHZEKI
Graduate School of Information Sciences, Tohoku University

14:40—15:20

Combining Machine Learning and Physics to Understand Glassy Systems
Samuel S SCHOENHOLZ
Google Brain

15:20—16:00

Bayesian Spectroscopy in Solid-State Photo-Physics
Ichiro AKAI
Institute of Pulsed Power Science, Kumamoto University

16:00—16:20

Closing Remark
Koji HUKUSHIMA
Graduate School of Arts and Sciences, The University of Tokyo