Nikhil Mehta
Scholar

Nikhil Mehta

Google Scholar ID: 4cgHaJ0AAAAJ
Google DeepMind
Deep LearningContinual Online LearningBayesian Neural Networks
Citations & Impact
All-time
Citations
1,542
 
H-index
14
 
i10-index
15
 
Publications
20
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • Published 'Efficient Feature Transformations for Discriminative and Generative Incremental Learning' at CVPR 2021
  • Published 'WAFFLe: Weight Anonymized Factors for Federated Learning' in IEEE Access, Volume 10
  • Published 'Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors' at AISTATS 2021
  • Published 'Counterfactual Representation Learning with Balancing Weights' at AISTATS 2021
  • Published 'Graph Representation Learning via Ladder Gamma VAE' at AAAI 2020 (early version at NeurIPS Graph Representation Learning Workshop)
  • Published 'Stochastic Blockmodels meet Graph Neural Networks' at ICML 2019
  • Published 'Estimation and Sampling of Unnormalized Statistical Models with Stein Score Matching' at ICML 2019 Workshop on Stein’s Method
  • Published 'Deep Topic Models for Multi-Label Learning' at AISTATS 2019
  • Published 'Survival Cluster Analysis' at CHIL 2019
  • Published 'Robust and Fast 3D Scan Alignment using Mutual Information' at ICRA 2018