More from the Same Authors

• 2023 Poster: Physics-Informed Bayesian Optimization of Variational Quantum Circuits »
  Kim Nicoli · Christopher J. Anders · Lena Funcke · Tobias Hartung · Karl Jansen · Stefan Kühn · Klaus-Robert Müller · Paolo Stornati · Pan Kessel · Shinichi Nakajima
• 2023 Poster: Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation »
  Richard Gao · Michael Deistler · Jakob H Macke
• 2023 Poster: Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference »
  Basile Confavreux · Poornima Ramesh · Pedro Goncalves · Jakob H Macke · Tim Vogels
• 2023 Poster: Flow Matching for Scalable Simulation-Based Inference »
  Jonas Wildberger · Maximilian Dax · Simon Buchholz · Stephen Green · Jakob H Macke · Bernhard Schölkopf
• 2022 Poster: So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems »
  Thorben Frank · Oliver Unke · Klaus-Robert Müller
• 2022 Poster: Truncated proposals for scalable and hassle-free simulation-based inference »
  Michael Deistler · Pedro Goncalves · Jakob H Macke
• 2022 Poster: Efficient identification of informative features in simulation-based inference »
  Jonas Beck · Michael Deistler · Yves Bernaerts · Jakob H Macke · Philipp Berens
• 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
• 2019 : Poster Session »
  Pravish Sainath · Mohamed Akrout · Charles Delahunt · Nathan Kutz · Guangyu Robert Yang · Joseph Marino · L F Abbott · Nicolas Vecoven · Damien Ernst · andrew warrington · Michael Kagan · Kyunghyun Cho · Kameron Harris · Leopold Grinberg · John J. Hopfield · Dmitry Krotov · Taliah Muhammad · Erick Cobos · Edgar Walker · Jacob Reimer · Andreas Tolias · Alexander Ecker · Janaki Sheth · Yu Zhang · Maciej Wołczyk · Jacek Tabor · Szymon Maszke · Roman Pogodin · Dane Corneil · Wulfram Gerstner · Baihan Lin · Guillermo Cecchi · Jenna M Reinen · Irina Rish · Guillaume Bellec · Darjan Salaj · Anand Subramoney · Wolfgang Maass · Yueqi Wang · Ari Pakman · Jin Hyung Lee · Liam Paninski · Bryan Tripp · Colin Graber · Alex Schwing · Luke Prince · Gabriel Ocker · Michael Buice · Benjamin Lansdell · Konrad Kording · Jack Lindsey · Terrence Sejnowski · Matthew Farrell · Eric Shea-Brown · Nicolas Farrugia · Victor Nepveu · Jiwoong Im · Kristin Branson · Brian Hu · Ramakrishnan Iyer · Stefan Mihalas · Sneha Aenugu · Hananel Hazan · Sihui Dai · Tan Nguyen · Doris Tsao · Richard Baraniuk · Anima Anandkumar · Hidenori Tanaka · Aran Nayebi · Stephen Baccus · Surya Ganguli · Dean Pospisil · Eilif Muller · Jeffrey S Cheng · Gaël Varoquaux · Kamalaker Dadi · Dimitrios C Gklezakos · Rajesh PN Rao · Anand Louis · Christos Papadimitriou · Santosh Vempala · Naganand Yadati · Daniel Zdeblick · Daniela M Witten · Nicholas Roberts · Vinay Prabhu · Pierre Bellec · Poornima Ramesh · Jakob H Macke · Santiago Cadena · Guillaume Bellec · Franz Scherr · Owen Marschall · Robert Kim · Hannes Rapp · Marcio Fonseca · Oliver Armitage · Jiwoong Im · Thomas Hardcastle · Abhishek Sharma · Wyeth Bair · Adrian Valente · Shane Shang · Merav Stern · Rutuja Patil · Peter Wang · Sruthi Gorantla · Peter Stratton · Tristan Edwards · Jialin Lu · Martin Ester · Yurii Vlasov · Siavash Golkar
• 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: Intrinsic dimension of data representations in deep neural networks »
  Alessio Ansuini · Alessandro Laio · Jakob H Macke · Davide Zoccolan
• 2019 Poster: Explanations can be manipulated and geometry is to blame »
  Ann-Kathrin Dombrowski · Maximillian Alber · Christopher J. 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 Spotlight: Fast amortized inference of neural activity from calcium imaging data with variational autoencoders »
  Artur Speiser · Jinyao Yan · Evan Archer · Lars Buesing · Srinivas C Turaga · Jakob H Macke
• 2017 Poster: Fast amortized inference of neural activity from calcium imaging data with variational autoencoders »
  Artur Speiser · Jinyao Yan · Evan Archer · Lars Buesing · Srinivas C Turaga · Jakob H Macke
• 2017 Poster: Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations »
  Marcel Nonnenmacher · Srinivas C Turaga · Jakob H Macke
• 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: Flexible statistical inference for mechanistic models of neural dynamics »
  Jan-Matthis Lueckmann · Pedro Goncalves · Giacomo Bassetto · Kaan Öcal · Marcel Nonnenmacher · Jakob H Macke
• 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 : From Brains to Bits and Back Again »
  Yoshua Bengio · Terrence Sejnowski · Christos H Papadimitriou · Jakob H Macke · Demis Hassabis · Alyson Fletcher · Andreas Tolias · Jascha Sohl-Dickstein · Konrad P Koerding
• 2016 Workshop: Brains and Bits: Neuroscience meets Machine Learning »
  Alyson Fletcher · Eva Dyer · Jascha Sohl-Dickstein · Joshua T Vogelstein · Konrad Koerding · Jakob H Macke
• 2016 Poster: Wasserstein Training of Restricted Boltzmann Machines »
  Grégoire Montavon · Klaus-Robert Müller · Marco Cuturi
• 2015 : Correlations and Signatures of Criticality in Neural Population Models »
  Jakob H Macke
• 2015 Workshop: Statistical Methods for Understanding Neural Systems »
  Alyson Fletcher · Jakob H Macke · Ryan Adams · Jascha Sohl-Dickstein
• 2015 Poster: Unlocking neural population non-stationarities using hierarchical dynamics models »
  Mijung Park · Gergo Bohner · Jakob H Macke
• 2014 Workshop: Large scale optical physiology: From data-acquisition to models of neural coding »
  Il Memming Park · Jakob H Macke · Ferran Diego Andilla · Eftychios Pnevmatikakis · Jeremy Freeman
• 2014 Poster: A Bayesian model for identifying hierarchically organised states in neural population activity »
  Patrick Putzky · Florian Franzen · Giacomo Bassetto · Jakob H Macke
• 2014 Poster: Covariance shrinkage for autocorrelated data »
  Daniel Bartz · Klaus-Robert Müller
• 2014 Spotlight: A Bayesian model for identifying hierarchically organised states in neural population activity »
  Patrick Putzky · Florian Franzen · Giacomo Bassetto · Jakob H Macke
• 2014 Poster: Low-dimensional models of neural population activity in sensory cortical circuits »
  Evan Archer · Urs Koster · Jonathan W Pillow · Jakob H Macke
• 2013 Workshop: Acquiring and Analyzing the Activity of Large Neural Ensembles »
  Srinivas C Turaga · Lars Buesing · Maneesh Sahani · Jakob H Macke
• 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: Inferring neural population dynamics from multiple partial recordings of the same neural circuit »
  Srinivas C Turaga · Lars Buesing · Adam M Packer · Henry Dalgleish · Noah Pettit · Michael Hausser · Jakob H Macke
• 2013 Spotlight: Inferring neural population dynamics from multiple partial recordings of the same neural circuit »
  Srinivas C Turaga · Lars Buesing · Adam M Packer · Henry Dalgleish · Noah Pettit · Michael Hausser · Jakob H Macke
• 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: Spectral learning of linear dynamics from generalised-linear observations with application to neural population data »
  Lars Buesing · Jakob H Macke · Maneesh Sahani
• 2012 Oral: Spectral learning of linear dynamics from generalised-linear observations with application to neural population data »
  Lars Buesing · Jakob H Macke · Maneesh Sahani
• 2011 Oral: Empirical models of spiking in neural populations »
  Jakob H Macke · Lars Buesing · John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
• 2011 Poster: Empirical models of spiking in neural populations »
  Jakob H Macke · Lars Buesing · John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
• 2011 Demonstration: Real-time social media analysis with TWIMPACT »
  Mikio L Braun · Matthias L Jugel · Klaus-Robert Müller
• 2011 Poster: How biased are maximum entropy models? »
  Jakob H Macke · Iain Murray · Peter E Latham
• 2010 Workshop: Charting Chemical Space: Challenges and Opportunities for AI and Machine Learning »
  Pierre Baldi · Klaus-Robert Müller · Gisbert Schneider
• 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
• 2009 Poster: Bayesian estimation of orientation preference maps »
  Jakob H Macke · Sebastian Gerwinn · Leonard White · Matthias Kaschube · Matthias Bethge
• 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 Oral: Bayesian Inference for Spiking Neuron Models with a Sparsity Prior »
  Sebastian Gerwinn · Jakob H Macke · Matthias Seeger · Matthias Bethge
• 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: Bayesian Inference for Spiking Neuron Models with a Sparsity Prior »
  Sebastian Gerwinn · Jakob H Macke · Matthias Seeger · Matthias Bethge
• 2007 Poster: Receptive Fields without Spike-Triggering »
  Jakob H Macke · Günther Zeck · Matthias Bethge
• 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: Logistic Regression for Single Trial EEG Classification »
  Ryota Tomioka · Kazuyuki Aihara · Klaus-Robert Müller
• 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: Denoising and Dimension Reduction in Feature Space »
  Mikio L Braun · Joachim M Buhmann · Klaus-Robert Müller
• 2006 Poster: A Nonparametric Approach to Bottom-Up Visual Saliency »
  Wolf Kienzle · Felix A Wichmann · Bernhard Schölkopf · Matthias Franz