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title
Ananya Kumar
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I am a Research Scientist at OpenAI working on reasoning and RL (e.g., OpenAI o1). Before that, I was a PhD student at Stanford University advised by Percy Liang and Tengyu Ma. At Stanford, I develope
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Ananya Kumar
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Ananya Kumar Skip to content Ananya Kumar About Publications About I am a Research Scientist at OpenAI working on reasoning and RL (e.g., OpenAI o1). Before that, I was a PhD student at Stanford University advised by Percy Liang and Tengyu Ma . At Stanford, I developed theory and methods for pretraining, fine-tuning, and out-of-distribution generalization. Our methods led to state-of-the-art accuracies on popular benchmarks such as ImageNet. Here is my CV . Selected Publications (See all publications at this link ) Learning to Reason with LLMs . OpenAI 2024. (I joined the research three months before release and became a core contributor to the RL algorithms) Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution. Ananya Kumar , Aditi Raghunathan, Robbie Jones, Tengyu Ma, Percy Liang. International Conference on Learning Representations ( ICLR Oral ) 2022. 1.6% oral acceptance rate. [ Slides ] Connect, Not Collapse: Explaining ...
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