Brian Belgodere

Researcher, IBM Research

Joined

July 2019

Names

Brian Belgodere

Emails

****@us.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

IBM Research (ibm.com)

2010 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
Youssef Mroueh, Nicolas Dupuis, Brian Belgodere, Apoorva Nitsure, Mattia Rigotti, Kristjan Greenewald, Jiri Navratil, Jarret Ross, Jesus Rios
- ICLR 2026 Poster
- Readers: Everyone
Distributional Preference Alignment of LLMs via Optimal Transport
Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan Greenewald, Jiri Navratil, Jarret Ross
- ICML 2024 Workshop MHFAIA Poster
- Readers: Everyone
Distributional Preference Alignment of LLMs via Optimal Transport
Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan Greenewald, Jiri Navratil, Jarret Ross
- NeurIPS 2024 poster
- Readers: Everyone
Risk Aware Benchmarking of Large Language Models
Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan Greenewald, Brian Belgodere, Mikhail Yurochkin, Jiri Navratil, Igor Melnyk, Jarret Ross
- ICML 2024 Poster
- Readers: Everyone
Risk Assessment and Statistical Significance in the Age of Foundation Models
Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan Greenewald, Brian Belgodere, Mikhail Yurochkin, Jiri Navratil, Igor Melnyk, Jarret Ross
- SoLaR Poster
- Readers: Everyone
Characterizing pre-trained and task-adapted molecular representations
Celia Cintas, Payel Das, Jarret Ross, Brian Belgodere, Girmaw Abebe Tadesse, Vijil Chenthamarakshan, Jannis Born, Skyler Speakman
- UniReps Poster
- Readers: Everyone
Risk Assessment and Statistical Significance in the Age of Foundation Models
Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan Greenewald, Brian Belgodere, Mikhail Yurochkin, Jiri Navratil, Igor Melnyk, Jarret Ross
- Submitted to ICLR 2024
- Readers: Everyone
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
Brian Belgodere, Pierre L. Dognin, Adam Ivankay, Igor Melnyk, Youssef Mroueh, Aleksandra Mojsilovic, Jiri Navartil, Apoorva Nitsure, Inkit Padhi, Mattia Rigotti, Jerret Ross, Yair Schiff, Radhika Vedpathak, Richard A. Young
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
Large-scale chemical language representations capture molecular structure and properties
Jerret Ross, Brian Belgodere, Vijil Chenthamarakshan, Inkit Padhi, Youssef Mroueh, Payel Das
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- Nat. Mac. Intell. 2022
- Readers: Everyone
Cloud-Based Real-Time Molecular Screening Platform with MolFormer
Brian Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre L. Dognin, Toby Kurien, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young
- 2022 (modified: 20 Dec 2022)
- CoRR 2022
- Readers: Everyone

View all 23 publications

Co-Authors

View all 53 co-authors