Ananya Kumar
Georgia Institute of Technology(US)National Institute of Technology Andhra Pradesh(IN)La Maddalena(IT)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Microgrid Control and Optimization, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Topic Modeling
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → A review of reactive power compensation techniques in microgrids(2017)176 cited
- → Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution(2022)158 cited
- → Holistic Evaluation of Language Models(2022)115 cited
- → GPT-4o System Card(2024)100 cited
- → Verified Uncertainty Calibration(2019)85 cited
- → Finetune like you pretrain: Improved finetuning of zero-shot vision models(2023)76 cited