Nathaniel Diamant

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Natural Language

Diffusion Process

Maximum Likelihood Estimator

Top Venues

npj Digit. Medicine

PLoS Comput. Biol.

Publications

Nathaniel Diamant, Ehsan Hajiramezanali, Tommaso Biancalani, Gabriele Scalia
Conformalized Deep Splines for Optimal and Efficient Prediction Sets. AISTATS (2024)
Nathaniel Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia
Improving Graph Generation by Restricting Graph Bandwidth. CoRR (2023)
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion. CoRR (2023)
Nathaniel Diamant, Ehsan Hajiramezanali, Tommaso Biancalani, Gabriele Scalia
Conformalized Deep Splines for Optimal and Efficient Prediction Sets. CoRR (2023)
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion. CoRR (2023)
Nathaniel Diamant, Erik Reinertsen, Steven Song, Aaron Aguirre, Collin M. Stultz, Puneet Batra
Patient contrastive learning: A performant, expressive, and practical approach to electrocardiogram modeling. PLoS Comput. Biol. 18 (2) (2022)
Shaan Khurshid, Christopher Reeder, Lia X. Harrington, Pulkit Singh, Gopal Sarma, Samuel F. Friedman, Paolo Di Achille, Nathaniel Diamant, Jonathan W. Cunningham, Ashby C. Turner, Emily S. Lau, Julian S. Haimovich, Mostafa A. Al-Alusi, Xin Wang, Marcus D. R. Klarqvist, Jeffrey M. Ashburner, Christian Diedrich, Mercedeh Ghadessi, Johanna Mielke, Hanna M. Eilken, Alice McElhinney, Andrea Derix, Steven J. Atlas, Patrick T. Ellinor, Anthony A. Philippakis, Christopher D. Anderson, Jennifer E. Ho, Puneet Batra, Steven A. Lubitz
Cohort design and natural language processing to reduce bias in electronic health records research. npj Digit. Medicine 5 (2022)
Max W. Shen, Ehsan Hajiramezanali, Gabriele Scalia, Alex Tseng, Nathaniel Diamant, Tommaso Biancalani, Andreas Loukas
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control. CoRR (2022)
Marcus D. R. Klarqvist, Saaket Agrawal, Nathaniel Diamant, Patrick T. Ellinor, Anthony Philippakis, Kenney Ng, Puneet Batra, Amit V. Khera
Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk. npj Digit. Medicine 5 (2022)
Nathaniel Diamant, Erik Reinertsen, Steven Song, Aaron Aguirre, Collin Stultz, Puneet Batra
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling. CoRR (2021)