Matteo Togninalli

According to our database, Matteo Togninalli authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Multi-modal deep learning improves grain yield prediction in wheat breeding by fusing genomics and phenomics.

Matteo Togninalli, Xu Wang, Tim Kucera, Sandesh Shrestha, Philomin Juliana, Suchismita Mondal, Francisco Pinto Espinosa, Velu Govindan, Leonardo Crespo-Herrera, Julio Huerta-Espino, Ravi P. Singh, Karsten M. Borgwardt, Jesse Poland

Bioinform., 2023

2022

Conditional generative modeling for <i>de novo</i> protein design with hierarchical functions.

Tim Kucera, Matteo Togninalli, Laetitia Meng-Papaxanthos

Bioinform., 2022

2020

Exploring the Genotype-Phenotype Relationship Using Big Data and Machine Learning.

Matteo Togninalli

PhD thesis, 2020

AraPheno and the AraGWAS Catalog 2020: a major database update including RNA-Seq and knockout mutation data for <i>Arabidopsis thaliana</i>.

Matteo Togninalli, Ümit Seren, Jan A. Freudenthal, J. Grey Monroe, Dazhe Meng, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm

Nucleic Acids Res., 2020

2019

Wasserstein Weisfeiler-Lehman Graph Kernels.

Matteo Togninalli, M. Elisabetta Ghisu, Felipe Llinares-López, Bastian Rieck, Karsten M. Borgwardt

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology.

Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten M. Borgwardt

Proceedings of the 7th International Conference on Learning Representations, 2019

A Wasserstein Subsequence Kernel for Time Series.

Christian Bock, Matteo Togninalli, M. Elisabetta Ghisu, Thomas Gumbsch, Bastian Rieck, Karsten M. Borgwardt

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

The AraGWAS Catalog: a curated and standardized Arabidopsis thaliana GWAS catalog.

Matteo Togninalli, Ümit Seren, Dazhe Meng, Joffrey Fitz, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm

Nucleic Acids Res., 2018

Accurate and adaptive imputation of summary statistics in mixed-ethnicity cohorts.

Matteo Togninalli, Damian Roqueiro, COPDGene Investigators, Karsten M. Borgwardt

Bioinform., 2018