Concepedia

Senthil Purushwalkam

SP

Statistics

Publications

11

Citations

654

H-Index

10

Active since

2014

Affiliations

Carnegie Mellon University(Current)

Senthil Purushwalkam is an author at Carnegie Mellon University specializing in computing, machine learning, and computer science.

Publications per year

2014–2024

11

Publications

11

Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks

Stefan Lee, Senthil Purushwalkam, Michael Cogswell et al. · arXiv (Cornell University) · 2015 · 204 citations · Full text

Computing, Computer Science, Computer Vision +12

Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases

Senthil Purushwalkam, Abhinav Gupta · arXiv (Cornell University) · 2020 · 131 citations · Full text

Computing, Computer Science, Computer Vision +16

Applying machine learning to identify autistic adults using imitation: An exploratory study

Baihua Li, Arjun Sharma, James Meng et al. · PLoS ONE · 2017 · 101 citations · Full text

Education, Data Science, Autism Spectrum Disorders +14

Diffusion Model Alignment Using Direct Preference Optimization

Bram Wallace, Meihua Dang, Rafael Rafailov et al. · 2024 · 95 citations

Business, Decision Sciences, Decision Theory +6

Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles

Stefan Lee, Senthil Purushwalkam, Michael Cogswell et al. · arXiv (Cornell University) · 2016 · 30 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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