09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
22:00
›9:00 (1h)
9:00 - 10:00 (1h)
Keynote: Inference of Coalescence Times and Variant Ages Using Convolutional Neural Networks
Pier Palamara
›10:00 (1h)
10:00 - 11:00 (1h)
Population genetics
Nikolaos Alachiotis
› Using supervised machine learning methods to infer demographic history from genomic data
- Arnaud Quelin, Éco-Anthropologie, Laboratoire Interdisciplinaire des Sciences du Numérique
10:00-10:30 (30min)
› Unifying Ideas from the Sequentially Markovian Coalescence with Deep Learning for Population Genomic Inference
- Kevin Korfmann, Technische Universität München = Technical University of Munich
10:30-11:00 (30min)
›11:00 (30min)
11:00 - 11:30 (30min)
Coffee break
›11:30 (1h30)
11:30 - 13:00 (1h30)
Detecting positive selection
Flora Jay
› Scalable CNN-based classification of selective sweeps using derived allele frequencies
- Sjoerd Van den Belt, University of Twente
11:30-12:00 (30min)
› Detecting selective sweeps using FPGA-accelerated spiking convolutional neural networks
- Hanqing Zhao, University of Twente
11:30-12:00 (30min)
› Detecting Positive Selection using Convolutional Neural Networks
- Charlotte West, European Bioinformatics Institute [Hinxton]
12:30-13:00 (30min)
›13:00 (1h30)
13:00 - 14:30 (1h30)
Lunch
›14:30 (1h30)
14:30 - 16:00 (1h30)
Phylodynamics
Flora Jay
› Improving tree representation and neural network architecture for deep learning from phylogenies in phylodynamics and diversification studies
- Manolo Perez, Muséum national d'Histoire naturelle, Imperial College London
14:30-15:00 (30min)
› Transformers for EpiDemiological DYnamics: from genomic data to epidemiological parameters
- Vincent GAROT, Biologie Computationnelle et Quantitative = Laboratory of Computational and Quantitative Biology, Centre interdisciplinaire de recherche en biologie
15:00-15:30 (30min)
› Assessing the power of artificial intelligence approaches for birth-death model classification
- Pablo Gutiérrez de la Peña, Real Jardín Botánico - CSIC
15:30-16:00 (30min)
›16:00 (15min)
16:00 - 16:15 (15min)
Closing comments
16:15 - 18:00 (1h45)
After conference chill out (posters can still hang until 18h)
›20:00 (2h)
20:00 - 22:00 (2h)
Conference dinner downtown Heraklion
