Schedule: 8-9 February, 2017

Venue: Meeting Room Horai in Akiu Resort Hotel Sakan (Access)

Yumoto Akiu, Taihaku-Ku, Sendai 982-0241, Japan

Scientific Program:

Organized session only: We do not accept submissions from non-invited speakers.

8 February, 2017

13:20-13:30 Opening
Kazuyuki Tanaka (Graduate School of Information Sciences, Tohoku University, Japan)

13:30-15:00 Session 1
Federico Ricci-Tersenghi (Dipartmento di Fisica, Universitá di Roma, "La Sapienza", Italy)
Title: Phase Transitions in Semidefinite Relaxations (a fast & robust algorithm for community detection)
Muneki Yasuda (Graduate School of Science and Engineering, Yamagata University, Japan)
Title: Relationship between pre-training and maximum likelihood estimation in deep Boltzmann machines

15:00-15:15 Break

15:15-16:45 Session 2

Pan Zhang (Institute of Theoretical Physics, Chinese Academy of Sciences, China)
Title: Spectral detection of global structures in the noisy data
Utako Yamamoto (Graduate School of Informatics, Kyoto University, Japan)
Title: Shape estimation of elastic object with neural network

9 February 2017
10:15-12:30 Session 3
Sam Schoenholz (Google Brain, Google, USA)
Title: Understanding deep neural networks using statistical field theory
Akihisa Ichiki (Institutes of Innovation for Future Society, Nagoya University, Japan)
Title: Physics of nonequilibrium steady state and its application to numerical technique
Shun Kataoka (Graduate School of Information Sciences, Tohoku University, Japan)
Title: Community detection algorithm utilizing attribute data
12:30-12:40 Closing

Organized by

Masayuki Ohzeki (Graduate School of Information Sciences, Tohoku University, Japan)
Kazuyuki Tanaka (Graduate School of Information Sciences, Tohoku University, Japan)

Supported by

JST-CREST``Foundations of Innovative Algorithms for Big Data''

JSPS KAKENHI Grants-in-Aid for Scientific Research (B) ``Design Theory of Probabilistic Computational Modeling in Community Detection by Non-Additive Volume and Entropy'' (No.25280089)

Co-Supported by

Graduate School of Information Sciences (GSIS), Tohoku University, Japan

Related Webpages

SPDSA2013 (20-21 March, 2013, Sendai, Japan)
SPDSA2014 (10 March, 2014, Kyoto, Japan)
SPDSA2015 (19 February, 2015, Kyoto, Japan)
SPDSA2016 (27-28 January, 2016, Sendai, Japan)