Elliot Nelson

According to our database, Elliot Nelson authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Application of Deep Learning to Predict the Persistence, Bioaccumulation, and Toxicity of Pharmaceuticals.

Dominga Evangelista, Elliot Nelson, Rachael Skyner, Ben Tehan, Mattia Bernetti, Marinella Roberti, Maria Laura Bolognesi, Giovanni Bottegoni

J. Chem. Inf. Model., 2025

Q-function Decomposition with Intervention Semantics for Factored Action Spaces.

Junkyu Lee, Tian Gao, Elliot Nelson, Miao Liu, Debarun Bhattacharjya, Songtao Lu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts.

Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Needle in the Haystack for Memory Based Large Language Models.

Elliot Nelson, Georgios Kollias, Payel Das, Subhajit Chaudhury, Soham Dan

CoRR, 2024

Larimar: Large Language Models with Episodic Memory Control.

Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarath Swaminathan, Sihui Dai, Aurélie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jirí Navrátil, Soham Dan, Pin-Yu Chen

CoRR, 2024

Larimar: Large Language Models with Episodic Memory Control.

Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarathkrishna Swaminathan, Sihui Dai, Aurélie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jirí Navrátil, Soham Dan, Pin-Yu Chen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Linearizing contextual bandits with latent state dynamics.

Elliot Nelson, Debarun Bhattacharjya, Tian Gao, Miao Liu, Djallel Bouneffouf, Pascal Poupart

Proceedings of the Uncertainty in Artificial Intelligence, 2022

IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data.

Tian Gao, Debarun Bhattacharjya, Elliot Nelson, Miao Liu, Yue Yu

Proceedings of the International Conference on Machine Learning, 2022