Javier Burroni

Joined

March 2018

Names

Javier Burroni

Emails

****@gmail.com (Confirmed)

****@cs.umass.edu (Confirmed)

****@umass.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Massachusetts, Amherst (umass.edu)

2015 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Daniel Sheldon

2021 – 2024

Expertise

No areas of expertise listed

Publications

Sample Average Approximation for Black-Box Variational Inference
Javier Burroni, Justin Domke, Daniel Sheldon
- UAI 2024 poster
- Readers: Everyone
Automatically Marginalized MCMC in Probabilistic Programming
Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon
- Published: 20 Jun 2023, Last Modified: 20 Apr 2025
- AABI 2023
- Readers: Everyone
Sample Average Approximation for Black-Box VI
Javier Burroni, Justin Domke, Daniel Sheldon
- Published: 20 Jun 2023, Last Modified: 20 Apr 2025
- AABI 2023
- Readers: Everyone
Automatically marginalized MCMC in probabilistic programming
Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon
- ICML 2023 Poster
- Readers: Everyone
U-Statistics for Importance-Weighted Variational Inference
Javier Burroni, Kenta Takatsu, Justin Domke, Daniel Sheldon
- Accepted by TMLR
- Readers: Everyone
On Possible Extensions to the Smalltalk Syntax
Leandro Caniglia, Javier Burroni
- 12 Oct 2022 (modified: 05 May 2023)
- FAST Smalltalk 2022
- Readers: Everyone
U-Statistics for Importance-Weighted Variational Inference
Javier Burroni, Kenta Takatsu, Justin Domke, Daniel Sheldon
- Published: 29 Jan 2022, Last Modified: 20 Apr 2025
- AABI 2022 Poster
- Readers: Everyone
Predicate Exchange: Inference with Declarative Knowledge
Zenna Tavares, Javier Burroni, Edgar Minasyan, Armando Solar-Lezama, Rajesh Ranganath
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Soft Constraints for Inference with Declarative Knowledge.
Zenna Tavares, Javier Burroni, Edgar Minaysan, Armando Solar-Lezama, Rajesh Ranganath
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone
The Random Conditional Distribution for Higher-Order Probabilistic Inference.
Zenna Tavares, Xin Zhang, Edgar Minaysan, Javier Burroni, Rajesh Ranganath, Armando Solar-Lezama
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone

View all 22 publications

Co-Authors

View all 26 co-authors