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DEPARTMENTS

Emperical Interference

Haptic Intelligence

Modern Magnetic Systems

Perceiving Systems

Physical Intelligence

Robotic Materials

Social Foundations of Computation


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Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

Probabilistic Learning Group


Topics

Robot Learning

Conference Paper

2022

Autonomous Learning

Robotics

AI

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Empirical Inference Proceedings Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI) Biester, L., Demszky, D., Jin, Z., Sachan, M., Tetreault, J., Wilson, S., Xiao, L., Zhao, J. Association for Computational Linguistics, December 2022 (Published) URL BibTeX

Empirical Inference Proceedings Proceedings of the First Conference on Causal Learning and Reasoning (CLeaR 2022) Schölkopf, B., Uhler, C., Zhang, K. 177, Proceedings of Machine Learning Research, PMLR, April 2022 (Published) URL BibTeX

Empirical Inference Proceedings Proceedings of the 1st Workshop on NLP for Positive Impact Field, A., Prabhumoye, S., Sap, M., Jin, Z., Zhao, J., Brockett, C. Association for Computational Linguistics, August 2021 (Published) URL BibTeX

Empirical Inference Proceedings Proceedings of the 10th European Workshop on Reinforcement Learning, Volume 24 Deisenroth, M., Szepesvári, C., Peters, J. :173, JMLR, European Workshop On Reinforcement Learning, EWRL, 2013 () Web BibTeX

Empirical Inference Proceedings MICCAI, Workshop on Computational Diffusion MRI, 2012 (electronic publication) Panagiotaki, E., O’Donnell, L., Schultz, T., Zhang, G. 15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2012), Workshop on Computational Diffusion MRI , 2012 () PDF BibTeX

Empirical Inference Proceedings Machine Learning and Interpretation in Neuroimaging - Revised Selected and Invited Contributions Langs, G., Rish, I., Grosse-Wentrup, M., Murphy, B. :266, Springer, Heidelberg, Germany, International Workshop, MLINI 2011, Held at NIPS, 2012, Lecture Notes in Computer Science, Vol. 7263 () DOI BibTeX

Empirical Inference Proceedings JMLR Workshop and Conference Proceedings Volume 19: COLT 2011 Kakade, S., von Luxburg, U. :834, MIT Press, Cambridge, MA, USA, 24th Annual Conference on Learning Theory , June 2011 () Web BibTeX

Empirical Inference Proceedings JMLR Workshop and Conference Proceedings: Volume 6 Guyon, I., Janzing, D., Schölkopf, B. :288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS 2008 Workshop) , February 2010 () Web BibTeX

Empirical Inference Proceedings CogRob 2008: The 6th International Cognitive Robotics Workshop Lespérance, Y., Lakemeyer, G., Peters, J., Pirri, F. Proceedings of the 6th International Cognitive Robotics Workshop (CogRob 2008), :35, Patras University Press, Patras, Greece, 6th International Cognitive Robotics Workshop (CogRob 2008), July 2008 () Web BibTeX

Empirical Inference Proceedings Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference Schölkopf, B., Platt, J., Hofmann, T. Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), :1690, MIT Press, Cambridge, MA, USA, 20th Annual Conference on Neural Information Processing Systems (NIPS 2006), September 2007 () Web BibTeX

Empirical Inference Proceedings Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference Weiss, Y., Schölkopf, B., Platt, J. Proceedings of the 19th Annual Conference on Neural Information Processing Systems (NIPS 2005), :1676, MIT Press, Cambridge, MA, USA, 19th Annual Conference on Neural Information Processing Systems (NIPS 2005), May 2006 () Web BibTeX

Empirical Inference Proceedings Machine Learning Challenges: evaluating predictive uncertainty, visual object classification and recognising textual entailment Quinonero Candela, J., Dagan, I., Magnini, B., Lauria, F. Proceedings of the First Pascal Machine Learning Challenges Workshop on Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual Object Classification and Recognizing Textual Entailment (MLCW 2005), :462, Lecture Notes in Computer Science, Springer, Heidelberg, Germany, First Pascal Machine Learning Challenges Workshop (MLCW 2005), 2006 () Web DOI BibTeX

Empirical Inference Proceedings Advanced Lectures on Machine Learning Bousquet, O., von Luxburg, U., Rätsch, G. ML Summer Schools 2003, LNAI 3176:240, Springer, Berlin, Germany, ML Summer Schools, September 2004 () Web BibTeX

Empirical Inference Proceedings Pattern Recognition: 26th DAGM Symposium, LNCS, Vol. 3175 Rasmussen, C., Bülthoff, H., Giese, M., Schölkopf, B. Proceedings of the 26th Pattern Recognition Symposium (DAGM‘04), :581, Springer, Berlin, Germany, 26th Pattern Recognition Symposium, August 2004 () Web DOI BibTeX

Empirical Inference Proceedings Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference Thrun, S., Saul, L., Schölkopf, B. Proceedings of the Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), :1621, MIT Press, Cambridge, MA, USA, 17th Annual Conference on Neural Information Processing Systems (NIPS 2003), June 2004 () Web BibTeX

Empirical Inference Proceedings Learning Theory and Kernel Machines: 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), LNCS Vol. 2777 Schölkopf, B., Warmuth, M. Proceedings of the 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), COLT/Kernel 2003, :746, Springer, Berlin, Germany, 16th Annual Conference on Learning Theory and 7th Kernel Workshop, November 2003, Lecture Notes in Computer Science ; 2777 () DOI BibTeX