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