Joris Cadow

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Generative Model

Vector Representation

Discriminative Learning

High Throughput

Top Venues

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Matteo Manica, Joris Cadow, Dimitrios Christofidellis, Ashish Dave, Jannis Born, Dean Clarke, Yves Gaetan Nana Teukam, Samuel C. Hoffman, Matthew Buchan, Vijil Chenthamarakshan, Timothy Donovan, Hsiang-Han Hsu, Federico Zipoli, Oliver Schilter, Giorgio Giannone, Akihiro Kishimoto, Lisa Hamada, Inkit Padhi, Karl Wehden, Lauren McHugh, Alexy Khrabrov, Payel Das, Seiji Takeda, John R. Smith
GT4SD: Generative Toolkit for Scientific Discovery. CoRR (2022)
Joris Cadow, Matteo Manica, Roland Mathis, Tiannan Guo, Ruedi Aebersold, María Rodríguez Martínez
On the feasibility of deep learning applications using raw mass spectrometry data. Bioinform. 37 (Supplement) (2021)
Jannis Born, Matteo Manica, Joris Cadow, Greta Markert, Nil Adell Mill, Modestas Filipavicius, Nikita Janakarajan, Antonio Cardinale, Teodoro Laino, María Rodríguez Martínez
Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2. Mach. Learn. Sci. Technol. 2 (2) (2021)
Joris Cadow, Jannis Born, Matteo Manica, Ali Oskooei, María Rodríguez Martínez
PaccMann: a web service for interpretable anticancer compound sensitivity prediction. Nucleic Acids Res. 48 (Webserver-Issue) (2020)
Jannis Born, Matteo Manica, Joris Cadow, Greta Markert, Nil Adell Mill, Modestas Filipavicius, María Rodríguez Martínez
on SARS-CoV-2: Designing antiviral candidates with conditional generative models. CoRR (2020)
Modestas Filipavicius, Matteo Manica, Joris Cadow, María Rodríguez Martínez
Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks. CoRR (2020)
Jannis Born, Matteo Manica, Ali Oskooei, Joris Cadow, María Rodríguez Martínez
: Designing Anticancer Drugs From Transcriptomic Data via Reinforcement Learning. RECOMB (2020)
Matteo Manica, Roland Mathis, Joris Cadow, María Rodríguez Martínez
Context-specific interaction networks from vector representation of words. Nat. Mach. Intell. 1 (4) (2019)