Thomas Hofmann

Research interests

Publications

• Integrated microbiota and metabolite profiles link Crohn’s disease to sulfur metabolism

  Nature Communications · 2020 · https://doi.org/10.1038/s41467-020-17956-1

• Mass-spectrometry-based draft of the Arabidopsis proteome

  Nature · 2020 · https://doi.org/10.1038/s41586-020-2094-2

• Machine learning for real-time prediction of complications in critical care: a retrospective study

  The Lancet Respiratory Medicine · 2018 · https://doi.org/10.1016/s2213-2600(18)30300-x

• Probabilistic Latent Semantic Indexing

  ACM SIGIR Forum · 2017 · https://doi.org/10.1145/3130348.3130370

• Fully Character-Level Neural Machine Translation without Explicit Segmentation

  Transactions of the Association for Computational Linguistics · 2017 · 10.1162/tacl_a_00067

• Nature’s Chemical Signatures in Human Olfaction: A Foodborne Perspective for Future Biotechnology

  Angewandte Chemie International Edition · 2014 · https://doi.org/10.1002/anie.201309508

• Probabilistic Latent Semantic Analysis

  arXiv (Cornell University) · 2013 · https://doi.org/10.48550/arxiv.1301.6705

• The dynamic range of the human metabolome revealed by challenges

  The FASEB Journal · 2012 · https://doi.org/10.1096/fj.11-198093

• TRPM3 Is a Nociceptor Channel Involved in the Detection of Noxious Heat

  Neuron · 2011 · https://doi.org/10.1016/j.neuron.2011.02.051

• Beyond sliding windows: Object localization by efficient subwindow search

  Journal · 2008 · https://doi.org/10.1109/cvpr.2008.4587586

• KERNEL METHODS IN MACHINE LEARNING

  Journal · 2008

• Large Margin Methods for Structured and Interdependent Output Variables

  MPG.PuRe (Max Planck Society) · 2005

• Molecular Definition of Black Tea Taste by Means of Quantitative Studies, Taste Reconstitution, and Omission Experiments

  Journal of Agricultural and Food Chemistry · 2005 · https://doi.org/10.1021/jf050294d

• Latent semantic models for collaborative filtering

  ACM Transactions on Information Systems · 2004 · https://doi.org/10.1145/963770.963774

• Identification of the Astringent Taste Compounds in Black Tea Infusions by Combining Instrumental Analysis and Human Bioresponse

  Journal of Agricultural and Food Chemistry · 2004 · https://doi.org/10.1021/jf049802u

• Support vector machine learning for interdependent and structured output spaces

  Journal · 2004 · https://doi.org/10.1145/1015330.1015341

• TRPM5 Is a Voltage-Modulated and Ca2+-Activated Monovalent Selective Cation Channel

  Current Biology · 2003 · 10.1016/s0960-9822(03)00431-7

• Hidden Markov support vector machines

  Journal · 2003

• Subunit composition of mammalian transient receptor potential channels in living cells

  Proceedings of the National Academy of Sciences · 2002 · https://doi.org/10.1073/pnas.102596199

• The human TAS2R16 receptor mediates bitter taste in response to β-glucopyranosides

  Nature Genetics · 2002 · https://doi.org/10.1038/ng1014

• Support Vector Machines for Multiple-Instance Learning

  Journal · 2002

• Unsupervised Learning by Probabilistic Latent Semantic Analysis

  Machine Learning · 2001 · https://doi.org/10.1023/a:1007617005950

• The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity

  Journal · 2000

• Receptor-mediated Regulation of the Nonselective Cation Channels TRPC4 and TRPC5

  Journal of Biological Chemistry · 2000 · 10.1074/jbc.275.23.17517

• Latent Class Models for Collaborative Filtering

  · 1999

• Direct activation of human TRPC6 and TRPC3 channels by diacylglycerol

  Nature · 1999 · https://doi.org/10.1038/16711

• Probabilistic latent semantic indexing

  Journal · 1999 · https://doi.org/10.1145/312624.312649

• Pairwise data clustering by deterministic annealing

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · https://doi.org/10.1109/34.566806

Current projects

No projects listed.