Publications

42 results for Payel Das

Data-Efficient Graph Grammar Learning for Molecular Generation
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2022
- ICLR 2022
Accurate multi-endpoint molecular toxicity predictions in humans with contrastive explanations
- - Bhanushee Sharma
  - Vijil Chenthamarakshan
  - et al.
- 2022
- ACS Spring 2022
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
- - Arpan Mukherjee
  - Ali Tajer
  - et al.
- 2021
- NeurIPS 2021
Predicting Deep Neural Network Generalization with Perturbation Response Curves
- - Yair Schiff
  - Brian Quanz
  - et al.
- 2021
- NeurIPS 2021
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2021
- NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence Design
- - Devleena Das
  - Inkit Padhi
  - et al.
- 2021
- NeurIPS 2021
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- - Igor Melnyk
  - Payel Das
  - et al.
- 2021
- NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- - Bhanushee Sharma
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
- - Pierre Dognin
  - Inkit Padhi
  - et al.
- 2021
- EMNLP 2021