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Isha Puri — most-cited papers & profile · Large Language Models
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·
overview
Isha Puri
5
papers ·
0
citations ·
4
h-index
Moscow Institute of Thermal Technology · Massachusetts Institute of Technology
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Most-cited papers
A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
2025
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
2025
Top co-authors
Idan Shenfeld
· 2
Jacob Andreas
· 2
Mehul Damani
· 2
Yoon Kim
· 2
Akash Srivastava
· 1
Guangxuan Xu
· 1
Kai Xu
· 1
Leshem Choshen
· 1
Marzyeh Ghassemi
· 1
Shivchander Sudalairaj
· 1
Stewart Slocum
· 1
Topics
Reinforcement Learning
RAG
Efficiency
Model Architecture
Training Techniques
Evaluation