Jennifer Listgarten
where else to find them
bluesky:jlistgarten.bsky.social
what they talk about
where they keep going back
no series more than once — all 3 in the filters
on a stage with
- Chiara Sabattionce
- Peng Dingonce
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| How machine learning is influencing protein engineering | Unknown Futures of Generalization 2024 | 2024-12-02 |
Field reports that AlphaFold and inverse folding models enable structure-to-sequence pipelines but fail for enzymes and dynamic conformations; the work shows… | ||
| Machine Learning-Based Design Of Proteins | Learning from Interventions 2022 | 2022-02-14 |
Machine learning trains a predictive model on assay data for a seven‑amino‑acid insertion in the AAV capsid, then optimizes a distribution over sequences… | ||
| Panel Discussion | Learning from Interventions 2022 | 2022-02-14 |
Panelists argue that the missingness‑indicator approach fails under observational unconfoundedness and under conditioning on missingness patterns, with… | ||
| Machine Learning-based Design of Proteins and Small Molecules | Emerging Challenges in Deep Learning (Simons Institute workshop, 2019) | 2019-08-05 |
Frames protein and small‑molecule design as a practical model-based optimization problem that replaces slow assays with a deep‑net stochastic oracle, then… | ||
| nothing matches | ||