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Speaker List

Displaying 11 speakers out of 11
ANTONIO CELANI (ICTP, Italy)
Welcome Remarks
CATALINA ANDREA VALLEJOS MENESES (University of Edinburgh, UK)
Statistical challenges in the analysis of single cell sequencing data: from cells to people
TBA
CRISTIAN TOMASETTI (City of Hope, USA)
Cancer Etiology, Machine Learning and Mutational Signatures
Mathematical Modeling of Cancer Evolution
Liquid Biopsies and Machine Learning for the Early Detection of Cancer
EUGENIO PIASINI (SISSA, Italy)
Bayesian models of perception - Part I
Bayesian models of perception - Part II
Bayesian models of perception - Part III
Bayesian models of perception - Part II
GABRIELE BEATE SCHWEIKERT (University of Tuebingen, Germany)
An introduction to epigenomics
Machine learning for epigenomic data analysis and individual-specific imputation
The bigger picture: epigenomics and personalised medicine, opportunities, risks and concerns
GASPER TKACIK (Institute of Science and Technology, Austria)
Maximum entropy models and optimality theories - Part I
Maximum entropy models and optimality theories - Part II
Maximum entropy models and optimality theories - Part III
GIULIO CARAVAGNA (University of Trieste)
Computational modelling of cancer sequencing data - Part I
Computational modelling of cancer sequencing data - Part II
Computational modelling of cancer sequencing data - Part III
GUIDO SANGUINETTI (SISSA, Italy)
Introduction
PRATIK ANIL CHAUDARI (University of Pennsylvania, USA)
Principles of Deep Learning - Part I
Principles of Deep Learning - Part II
Principles of Deep Learning - Part III
RAFFAELLO POTESTIO (University of Trento)
Multiscale modelling meets machine learning: leveraging deep learning and friends to investigate soft and biological matter systems
SAYAN MUKHERJEE (MPG, Germany)
Modeling Microbiome Data
Modeling 3D Imaging Data

Organizers

Vijay Balasubramanian (University of Pennsylvania), Pratik Chaudhari (University of Pennsylvania), Guido Sanguinetti (SISSA), Matteo Marsili (ICTP), Local Organiser: Antonio Celani (ICTP)

Co-sponsors