Schedule
Friday, April 29th
All times below are in Eastern Time (ET) zone
9.00 a.m.–9.10 a.m.
Opening remarks
9.10 a.m.–9.50 a.m.
Keynote - Regina Barzilay
Infusing Biology into Molecular models
9.50 a.m.–10.10 a.m.
Invited talk - Miguel Hernandez-Lobato
Data-efficient Predictions of Molecular Properties using Meta-learning and Gaussian Processes
10.10 a.m.–10.30 a.m.
Invited talk - Ole Winther
Solving biological sequence analysis problems with deep language models and conditional random fields
10.30 a.m.–10.50 a.m.
Spotlight presentations (Part 1)
Pre-recorded presentations for top accepted papers at the workshop
Break 10.50 a.m.–11.00 a.m.
11.00 a.m.–11.40 p.m.
Keynote - Aviv Regev
Design for inference and the power of random experiments in biology
11.40 a.m.–12.00 p.m.
Invited talk - Connor Coley
Molecular design and synthesis
12.00 p.m.–12.45 p.m.
Poster session (Part 1)
Lunch 12.45 p.m.–1.30 p.m.
1.30 p.m.–2.10 p.m.
Keynote - Daphne Koller
Transforming Drug Discovery using Digital Biology
2.10 p.m.–2.30 p.m.
Invited talk - John Chodera
Teaching molecular simulations to learn
2.30 p.m.–2.50 p.m.
Invited talk - Mohammed AlQuraishi
Protein structure prediction in a post-AlphaFold2 world
2.50 p.m.–3.30 p.m.
Keynote - Yoshua Bengio
Towards AI-based scientific discovery with GFlowNets
Break 3.30 p.m.–3.40 p.m.
3.40 p.m.–4.00 p.m.
Spotlight presentations (Part 2)
Pre-recorded presentations for top accepted papers at the workshop
4.00 p.m.–4.40 p.m.
GeneDisco Challenge
Challenge recap & presentations from winning teams
4.40 p.m.–5.25 p.m.
Poster session (Part 2)
5.25 p.m.–5.30 p.m.
Closing remarks
MLDD Workshop - ICLR 2022