publications

2025

1. 

   Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting

   Suraj Anand, Michael Lepori, Jack Merullo, and 1 more author

   Apr 2025

   ICLR 2025

   Bib PDF

   @online{dual_process2025,
     title = {Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting},
     author = {Anand, Suraj and Lepori, Michael and Merullo, Jack and Pavlick, Ellie},
     year = {2025},
     month = apr,
     note = {ICLR 2025},
     url = {https://github.com/surajK610/dual-process-learning/tree/mainn},
   }

2024

1. 

   Is PPO Hackable

   Suraj Anand, and David Getzen

   May 2024

   Capstone

   Bib PDF

   @online{ppo_2024,
     title = {Is PPO Hackable},
     author = {Anand, Suraj and Getzen, David},
     year = {2024},
     month = may,
     note = {Capstone },
     url = {https://github.com/surajK610/rl-gpt2-sentiment/tree/main},
   }

2023

1. 

   The first New England RLHF Hackers Hackathon

   Suraj Anand, Stephen Casper, Louis Castricato, and 6 more authors

   Sep 2023

   Blog post

   Bib

   @online{nerh_hackathon_2023,
     title = {The first New England RLHF Hackers Hackathon},
     author = {Anand, Suraj and Casper, Stephen and Castricato, Louis and Khurana, Arjun and Loo, Alyssa and Ni, Shukai and Spiegel, Benjamin and Zheng, Jiayu and Zheng-Xin, Yong},
     year = {2023},
     month = sep,
     url = {https://blog.eleuther.ai/nerh_1/},
     note = {Blog post},
   }

2. 

   Disentangling Causal_Mechanisms By Obstructing Classifiers

   Suraj Anand, and Neil Xu

   May 2023

   Preprint

   Bib PDF

   @online{dis_learning_2023,
     title = {Disentangling Causal_Mechanisms By Obstructing Classifiers},
     author = {Anand, Suraj and Xu, Neil},
     year = {2023},
     month = may,
     note = {Preprint},
     url = {https://github.com/surajK610/disentangled-learning-by-projection/tree/main},
   }

3. 

   Subnetworks and Superpositions

   Suraj Anand, Vignesh Pandiarajan, and Noah Foster

   May 2023

   Preprint

   Bib PDF

   @online{subnetworks_2023,
     title = {Subnetworks and Superpositions},
     author = {Anand, Suraj and Pandiarajan, Vignesh and Foster, Noah},
     year = {2023},
     month = may,
     note = {Preprint},
     url = {https://github.com/surajK610/subnetworks-and-superposition/tree/main},
   }