List of works - Ryota Tomioka

A regularized discriminative framework for EEG analysis with application to brain-computer interface

scientific article published on 29 July 2009

Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders ⬇️

Convex Tensor Decomposition via Structured Schatten Norm Regularization ⬇️

scientific article published in January 2013

Global Analytic Solution for Variational Bayesian Matrix Factorization ⬇️

Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm ⬇️

Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing ⬇️

Large-scale EEG/MEG source localization with spatial flexibility.

scientific article published on 9 September 2010

Localization of class-related mu-rhythm desynchronization in motor imagery based brain-computer interface sessions.

scientific article published in January 2010

Logistic Regression for Single Trial EEG Classification ⬇️

scientific article published in January 2007

Modeling sparse connectivity between underlying brain sources for EEG/MEG.

scientific article published on 18 May 2010

Multitask learning meets tensor factorization: task imputation via convex optimization ⬇️

scientific article published in January 2014

Multivariate analysis of noise in genetic regulatory networks

scientific article published in August 2004

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them ⬇️

Perfect Dimensionality Recovery by Variational Bayesian PCA ⬇️

scientific article published in January 2012

Predicting disease progression from short biomarker series using expert advice algorithm

scientific article

QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding ⬇️

scientific article published in January 2017

Statistical Performance of Convex Tensor Decomposition ⬇️

scientific article published in January 2011

Theoretical and Experimental Analyses of Tensor-Based Regression and Classification