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MLCB

Keyphrases

Publications

2022

Ethan Weinberger, Romain Lopez, Jan-Christian Hütter, Aviv Regev
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI. MLCB (2022)
Alexandra Sneddon, Pablo Acera Mateos, Nikolay Shirokikh, Eduardo Eyras
Language-Informed Basecalling Architecture for Nanopore Direct RNA Sequencing. MLCB (2022)
Alexander Lin, Alex Lu
Incorporating knowledge of plates in batch normalization improves generalization of deep learning for microscopy images. MLCB (2022)
Tianyi Liu, Philip Fradkin, Lazar Atanackovic, Leo J. Lee
Energy-based Modelling for Single-cell Data Annotation. MLCB (2022)
Antonio Majdandzic, Chandana Rajesh, Ziqi Tang, Shushan Toneyan, Ethan L. Labelson, Rohit K. Tripathy, Peter K. Koo
Selecting deep neural networks that yield consistent attribution-based interpretations for genomics. MLCB (2022)
Tianyu Liu, Grant Greenberg, Ilan Shomorony
CVQVAE: A representation learning based method for multi-omics single cell data integration. MLCB (2022)
Krzysztof Koras, Marcin Mozejko, Paulina Szymczak, Adam Izdebski, Eike Staub, Ewa Szczurek
A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction. MLCB (2022)
Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He
Ensembling improves stability and power of feature selection for deep learning models. MLCB (2022)
Kyle Swanson, Howard Chang, James Zou
Predicting Immune Escape with Pretrained Protein Language Model Embeddings. MLCB (2022)
Lauren Berk Wheelock, Stephen Malina, Jeffrey Gerold, Sam Sinai
Forecasting labels under distribution-shift for machine-guided sequence design. MLCB (2022)
Vidhi Lalchand, Aditya Ravuri, Emma Dann, Natsuhiko Kumasaka, Dinithi Sumanaweera, Rik G. H. Lindeboom, Shaista Madad, Sarah A. Teichmann, Neil D. Lawrence
Modelling Technical and Biological Effects in scRNA-seq data with Scalable GPLVMs. MLCB (2022)

volume 200, 2022

Machine Learning in Computational Biology, 21-22 November 2022, Online MLCB 200 (2022)

volume 165, 2021

Machine Learning in Computational Biology Meeting, MLCB 2021, online, November 22-23, 2021. MLCB 165 (2021)