Publications

98 results at NeurIPS 2021

RASL: Relational Algebra in Scikit-Learn Pipelines
- - Chirag Sahni
  - Kiran Kate
  - et al.
- 2021
- NeurIPS 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- - Chulin Wang
  - Kyongmin Yeo
  - 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
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
- - Chen Fan
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Active site sequence representation of human kinases outperforms full sequence for affinity prediction
- - Jannis Born
  - Tien Huynh
  - et al.
- 2021
- NeurIPS 2021
Certified Robustness for Free in Differentially Private Federated Learning
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2021
- NeurIPS 2021
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- - Loic Kwate Dassi
  - Matteo Manica
  - et al.
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- - Igor Melnyk
  - Payel Das
  - et al.
- 2021
- NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)
- - Ngoc Lan Hoang
  - Thu-Thuy Pham
- 2021
- NeurIPS 2021