More from the Same Authors

• 2022 Poster: So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems »
  Thorben Frank · Oliver Unke · Klaus-Robert Müller
• 2021 Poster: An Information-theoretic Approach to Distribution Shifts »
  Marco Federici · Ryota Tomioka · Patrick Forré
• 2021 Poster: Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging »
  Ali Hashemi · Yijing Gao · Chang Cai · Sanjay Ghosh · Klaus-Robert Müller · Srikantan Nagarajan · Stefan Haufe
• 2021 Poster: SE(3)-equivariant prediction of molecular wavefunctions and electronic densities »
  Oliver Unke · Mihail Bogojeski · Michael Gastegger · Mario Geiger · Tess Smidt · Klaus-Robert Müller
• 2020 : Panel »
  Alan Aspuru-Guzik · Jennifer Listgarten · Klaus-Robert Müller · Nadine Schneider
• 2020 : Invited Talk: Klaus Robert-Müller & Kristof Schütt: Machine Learning meets Quantum Chemistry »
  Klaus-Robert Müller · Kristof Schütt
• 2020 Poster: On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them »
  Chen Liu · Mathieu Salzmann · Tao Lin · Ryota Tomioka · Sabine Süsstrunk
• 2019 Poster: Fully Neural Network based Model for General Temporal Point Processes »
  Takahiro Omi · naonori ueda · Kazuyuki Aihara
• 2019 Demonstration: Learning Machines can Curl - Adaptive Deep Reinforcement Learning enables the robot Curly to win against human players in an icy world »
  Dong-Ok Won · Sang-Hoon Lee · Klaus-Robert Müller · Seong-Whan Lee
• 2019 Poster: Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders »
  Emile Mathieu · Charline Le Lan · Chris Maddison · Ryota Tomioka · Yee Whye Teh
• 2019 Poster: Explanations can be manipulated and geometry is to blame »
  Ann-Kathrin Dombrowski · Maximillian Alber · Christopher Anders · Marcel Ackermann · Klaus-Robert Müller · Pan Kessel
• 2018 Workshop: Machine Learning for Molecules and Materials »
  José Miguel Hernández-Lobato · Klaus-Robert Müller · Brooks Paige · Matt Kusner · Stefan Chmiela · Kristof Schütt
• 2017 : Opening Remarks »
  Klaus-Robert Müller
• 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning - Now what ? »
  Klaus-Robert Müller · Andrea Vedaldi · Lars K Hansen · Wojciech Samek · Grégoire Montavon
• 2017 Workshop: Machine Learning for Molecules and Materials »
  Kristof Schütt · Klaus-Robert Müller · Anatole von Lilienfeld · José Miguel Hernández-Lobato · Klaus-Robert Müller · Alan Aspuru-Guzik · Bharath Ramsundar · Matt Kusner · Brooks Paige · Stefan Chmiela · Alexandre Tkatchenko · Anatole von Lilienfeld · Koji Tsuda
• 2017 : Opening remarks »
  Klaus-Robert Müller
• 2017 Poster: QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding »
  Dan Alistarh · Demjan Grubic · Jerry Li · Ryota Tomioka · Milan Vojnovic
• 2017 Spotlight: Communication-Efficient Stochastic Gradient Descent, with Applications to Neural Networks »
  Dan Alistarh · Demjan Grubic · Jerry Li · Ryota Tomioka · Milan Vojnovic
• 2017 Poster: SchNet: A continuous-filter convolutional neural network for modeling quantum interactions »
  Kristof Schütt · Pieter-Jan Kindermans · Huziel Enoc Sauceda Felix · Stefan Chmiela · Alexandre Tkatchenko · Klaus-Robert Müller
• 2017 Poster: An Empirical Study on The Properties of Random Bases for Kernel Methods »
  Maximilian Alber · Pieter-Jan Kindermans · Kristof Schütt · Klaus-Robert Müller · Fei Sha
• 2016 Poster: f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization »
  Sebastian Nowozin · Botond Cseke · Ryota Tomioka
• 2016 Poster: Wasserstein Training of Restricted Boltzmann Machines »
  Grégoire Montavon · Klaus-Robert Müller · Marco Cuturi
• 2015 Poster: Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm »
  Qinqing Zheng · Ryota Tomioka
• 2014 Poster: Multitask learning meets tensor factorization: task imputation via convex optimization »
  Kishan Wimalawarne · Masashi Sugiyama · Ryota Tomioka
• 2014 Poster: Covariance shrinkage for autocorrelated data »
  Daniel Bartz · Klaus-Robert Müller
• 2013 Poster: Robust Spatial Filtering with Beta Divergence »
  Wojciech Samek · Duncan Blythe · Klaus-Robert Müller · Motoaki Kawanabe
• 2013 Poster: Generalizing Analytic Shrinkage for Arbitrary Covariance Structures »
  Daniel Bartz · Klaus-Robert Müller
• 2013 Spotlight: Robust Spatial Filtering with Beta Divergence »
  Wojciech Samek · Duncan Blythe · Klaus-Robert Müller · Motoaki Kawanabe
• 2013 Spotlight: Generalizing Analytic Shrinkage for Arbitrary Covariance Structures »
  Daniel Bartz · Klaus-Robert Müller
• 2013 Poster: Convex Tensor Decomposition via Structured Schatten Norm Regularization »
  Ryota Tomioka · Taiji Suzuki
• 2012 Poster: Learning Invariant Representations of Molecules for Atomization Energy Prediction »
  Grégoire Montavon · Katja Hansen · Siamac Fazli · Matthias Rupp · Franziska Biegler · Andreas Ziehe · Alexandre Tkatchenko · Anatole von Lilienfeld · Klaus-Robert Müller
• 2012 Poster: Perfect Dimensionality Recovery by Variational Bayesian PCA »
  Shinichi Nakajima · Ryota Tomioka · Masashi Sugiyama · S. Derin Babacan
• 2011 Demonstration: Real-time social media analysis with TWIMPACT »
  Mikio L Braun · Matthias L Jugel · Klaus-Robert Müller
• 2011 Poster: Statistical Performance of Convex Tensor Decomposition »
  Ryota Tomioka · Taiji Suzuki · Kohei Hayashi · Hisashi Kashima
• 2010 Workshop: Charting Chemical Space: Challenges and Opportunities for AI and Machine Learning »
  Pierre Baldi · Klaus-Robert Müller · Gisbert Schneider
• 2010 Spotlight: Global Analytic Solution for Variational Bayesian Matrix Factorization »
  Shinichi Nakajima · Masashi Sugiyama · Ryota Tomioka
• 2010 Poster: Global Analytic Solution for Variational Bayesian Matrix Factorization »
  Shinichi Nakajima · Masashi Sugiyama · Ryota Tomioka
• 2010 Poster: Layer-wise analysis of deep networks with Gaussian kernels »
  Grégoire Montavon · Mikio L Braun · Klaus-Robert Müller
• 2009 Poster: Efficient and Accurate Lp-Norm Multiple Kernel Learning »
  Marius Kloft · Ulf Brefeld · Soeren Sonnenburg · Pavel Laskov · Klaus-Robert Müller · Alexander Zien
• 2009 Poster: Subject independent EEG-based BCI decoding »
  Siamac Fazli · Cristian Grozea · Márton Danóczy · Benjamin Blankertz · Florin Popescu · Klaus-Robert Müller
• 2009 Spotlight: Subject independent EEG-based BCI decoding »
  Siamac Fazli · Cristian Grozea · Márton Danóczy · Benjamin Blankertz · Florin Popescu · Klaus-Robert Müller
• 2008 Poster: Playing Pinball with non-invasive BCI »
  Michael W Tangermann (ne Schröder) · Matthias Krauledat · Konrad Grzeska · Max Sagebaum · Benjamin Blankertz · Klaus-Robert Müller
• 2008 Poster: Estimating vector fields using sparse basis field expansions »
  Stefan Haufe · Vadim Nikulin · Andreas Ziehe · Klaus-Robert Müller · Guido Nolte
• 2007 Spotlight: Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing »
  Benjamin Blankertz · Motoaki Kawanabe · Ryota Tomioka · Friederike Hohlefeld · Vadim Nikulin · Klaus-Robert Müller
• 2007 Poster: Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing »
  Benjamin Blankertz · Motoaki Kawanabe · Ryota Tomioka · Friederike Hohlefeld · Vadim Nikulin · Klaus-Robert Müller
• 2007 Poster: Heterogeneous Component Analysis »
  Shigeyuki Oba · Motoaki Kawanabe · Klaus-Robert Müller · Shin Ishii
• 2007 Spotlight: Heterogeneous Component Analysis »
  Shigeyuki Oba · Motoaki Kawanabe · Klaus-Robert Müller · Shin Ishii
• 2006 Workshop: Current Trends in Brain-Computer Interfacing »
  Klaus-Robert Müller · José del R. Millán · Matthias Krauledat · Roderick Murray-Smith · Benjamin Blankertz
• 2006 Poster: Towards Zero-Training for Brain-Computer Interface Experiments »
  Matthias Krauledat · Michael Schröder · Benjamin Blankertz · Klaus-Robert Müller
• 2006 Spotlight: Logistic Regression for Single Trial EEG Classification »
  Ryota Tomioka · Kazuyuki Aihara · Klaus-Robert Müller
• 2006 Poster: Inducing Metric Violations in Human Similarity Judgements »
  Julian Laub · Jakob H Macke · Klaus-Robert Müller · Felix A Wichmann
• 2006 Poster: Denoising and Dimension Reduction in Feature Space »
  Mikio L Braun · Joachim M Buhmann · Klaus-Robert Müller