Nikita Dhawan
University of Toronto(CA)Vector Institute(CA)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Topic Modeling, Advanced Neural Network Applications, Natural Language Processing Techniques, Bayesian Modeling and Causal Inference
Most-Cited Works
- Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift(2021)
- → AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos(2020)31 cited
- → Adaptive Risk Minimization: Learning to Adapt to Domain Shift(2020)28 cited
- Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Distribution Shift(2020)
- → Boosting the Predictive Power of Protein Representations with a Corpus of Text Annotations(2024)2 cited
- → End-To-End Causal Effect Estimation from Unstructured Natural Language Data(2024)1 cited
- → Leveraging Function Space Aggregation for Federated Learning at Scale(2023)