Scholar
Nikhil Mehta
Google Scholar ID: 4cgHaJ0AAAAJ
Google DeepMind
Deep Learning
Continual Online Learning
Bayesian Neural Networks
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Citations & Impact
All-time
Citations
1,542
H-index
14
i10-index
15
Publications
20
Co-authors
16
list available
Contact
Email
nikhilmehta.dce@gmail.com
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GitHub
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Publications
5 items
PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations
2025
Cited
0
Talking Point based Ideological Discourse Analysis in News Events
2025
Cited
0
Toward Holistic Evaluation of Recommender Systems Powered by Generative Models
2025
Cited
0
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs
2025
Cited
0
STAR: A Simple Training-free Approach for Recommendations using Large Language Models
arXiv.org · 2024
Cited
0
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
Co-authors
16 total
Kevin J Liang
Fundamental AI Research (FAIR) at Meta
Piyush Rai
IIT Kanpur
Vinay Kumar Verma
@Amazon, Prev: IIT-Kanpur, Duke University NC, HCU
Ricardo Henao
Duke University
Chenyang Tao
Applied Scientist, Amazon; Former Senior Research Associate, Duke University (Statistics and ECE)
Shounak Datta
Amazon
Co-author 7
Co-author 8
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