Ananya Kumar - Concepedia

Author

Ananya Kumar

Birla Institute of Technology and Science - Hyderabad Campus ORCID

Also Known As

A V Pavan Kumar, A. V. P. Kumar, A. V. Pavan Kumar, A.V. Pavan Kumar, Ananya Kumar, Kumar, Ananya

Publications

3.4K

Citations

H-Index

117

Concepts

All Affiliations

Birla Institute of Technology and Science - Hyderabad Campus Stanford University Birla Institute of Technology and Science, Pilani

About

Ananya Kumar is an author at Birla Institute of Technology and Science - Hyderabad Campus specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	19	22	3.1K
2	Management	4	4	2.3K
3	Education	1	1	27
4	Language Studies	1	1	114
5	Medicine	1	1	47

Ananya Kumar

Publications

3.1K

Citations

H-Index

Page 1

	Year	Citations
On the Opportunities and Risks of Foundation Models Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningAi FoundationAi Safety	2021	2.1K
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar, Aditi Raghunathan, R. Jones, arXiv (Cornell University) Llm Fine-tuningConvolutional Neural NetworkEngineeringMachine LearningModel Tuning	2022	158
Holistic Evaluation of Language Models Percy Liang, Rishi Bommasani, Dimitris Tsipras, arXiv (Cornell University) Llm Fine-tuningEngineeringCross-lingual RepresentationCore Helm ScenariosMultilingual Pretraining	2022	114
GPT-4o System Card OpenAI, A. M. Hurst, Adam Lerer, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSpeech RecognitionNatural Language Processing	2024	87
Verified Uncertainty Calibration Ananya Kumar, Percy Liang, Tengyu Ma arXiv (Cornell University) EngineeringMeasurementUncertainty EvaluationVerificationAccuracy And Precision	2019	85
Finetune like you pretrain: Improved finetuning of zero-shot vision models Sachin Goyal, Ananya Kumar, Sankalp Garg, Few-shot LearningLlm Fine-tuningConvolutional Neural NetworkImage EmbeddingsMachine Learning	2023	75
Verified Uncertainty Calibration Ananya Kumar, Percy Liang, Tengyu Ma Neural Information Processing Systems EngineeringMeasurementUncertainty EvaluationVerificationWeather Forecasting	2019	73
Implementation of MPPT control using fuzzy logic in solar-wind hybrid power system Ananya Kumar, Alivelu M. Parimi, K. Uma Rao EngineeringEnergy ConversionPhotovoltaic SystemPower ElectronicsPhotovoltaic Power Station	2015	47
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee, Annie S. Chen, Fahim Tajwar, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningDistribution Shift Influences	2022	47
Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures Jonathan Uesato, Ananya Kumar, Csaba Szepesvári, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningVerificationAi Safety	2018	46

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