Concepedia

Pratik Chaudhari

PC

32

Publications

1.1K

Citations

18

H-Index

2013

Active since

Affiliations

University of Pennsylvania(Current)

University of California, Los Angeles

Massachusetts Institute of Technology

California University of Pennsylvania

Linnaeus University

Pratik Chaudhari is an author at University of Pennsylvania specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceArtificial IntelligenceMachine VisionRobot LearningComputer VisionHealth

Publications per year

2013–2024

32

Publications

32

Entropy-SGD: biasing gradient descent into wide valleys*

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 282 citations

Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · arXiv (Cornell University) · 2016 · 114 citations · Full text

Model Optimization, Geometric Learning, Engineering +13

Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos · Proceedings of the National Academy of Sciences · 2023 · 69 citations · Full text

Incremental sampling-based algorithm for minimum-violation motion planning

Luis I. Reyes Castro, Pratik Chaudhari, Jana Tůmová et al. · 2013 · 68 citations · Full text

Rethinking the Hyperparameters for Fine-tuning

Hao Li, Pratik Chaudhari, Hao Yang et al. · arXiv (Cornell University) · 2020 · 62 citations · Full text

Few-shot Learning, Llm Fine-tuning, Convolutional Neural Network +16

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