Publications

97 results at NeurIPS 2022

Learning in Factored Domains with Information-Constrained Visual Representations
- - Tyler Malloy
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Verifiable Federated Learning
- - Simone Bottoni
  - Giulio Zizzo
  - et al.
- 2022
- NeurIPS 2022
Controllable Generation for Climate Modeling
- - Moulik Choraria
  - Daniela Szwarcman
  - et al.
- 2022
- NeurIPS 2022
Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators
- - Jenna Bilbrey
  - Kristina Herman
  - et al.
- 2022
- NeurIPS 2022
An Empirical Evaluation of Zeroth-Order Optimization Methods on AI-driven Molecule Optimization
- - Elvin Lo
  - Pin-Yu Chen
- 2022
- NeurIPS 2022
Image Manipulation via Neuro-Symbolic Networks
- - Harman Singh
  - Poorva Garg
  - et al.
- 2022
- NeurIPS 2022
Physics-Constrained Deep Learning for Climate Downscaling
- - Paula Harder
  - Qidong Yang
  - et al.
- 2022
- NeurIPS 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- - Paula Harder
  - Qidong Yang
  - et al.
- 2022
- NeurIPS 2022
Fuzzy Logic for Biological Networks as ML Regression: Scaling to Single-Cell Datasets With Autograd
- - Constance Le Gac
  - Alice Driessen
  - et al.
- 2022
- NeurIPS 2022
Retrosynthesis Prediction Revisited
- - Hongyu Tu
  - Shantam Shorewala
  - et al.
- 2022
- NeurIPS 2022