Jerret Ross

According to our database, Jerret Ross authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

Distributional Preference Alignment of LLMs via Optimal Transport.

Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan H. Greenewald, Jirí Navrátil, Jerret Ross

CoRR, 2024

GP-MoLFormer: A Foundation Model For Molecular Generation.

Jerret Ross, Brian Belgodere, Samuel C. Hoffman, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das

CoRR, 2024

2023

Risk Assessment and Statistical Significance in the Age of Foundation Models.

Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan H. Greenewald, Brian Belgodere, Mikhail Yurochkin, Jirí Navrátil, Igor Melnyk, Jerret Ross

CoRR, 2023

Auditing and Generating Synthetic Data with Controllable Trust Trade-offs.

Brian Belgodere, Pierre L. Dognin, Adam Ivankay, Igor Melnyk, Youssef Mroueh, Aleksandra Mojsilovic, Jirí Navrátil, Apoorva Nitsure, Inkit Padhi, Mattia Rigotti, Jerret Ross, Yair Schiff, Radhika Vedpathak, Richard A. Young

CoRR, 2023

2022

Large-scale chemical language representations capture molecular structure and properties.

Jerret Ross, Brian Belgodere, Vijil Chenthamarakshan, Inkit Padhi, Youssef Mroueh, Payel Das

Nat. Mac. Intell., December, 2022

2021

Do Large Scale Molecular Language Representations Capture Important Structural Information?

Jerret Ross, Brian Belgodere, Vijil Chenthamarakshan, Inkit Padhi, Youssef Mroueh, Payel Das

CoRR, 2021

Tabular Transformers for Modeling Multivariate Time Series.

Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik R. Altman

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis.

Adam Block, Youssef Mroueh, Alexander Rakhlin, Jerret Ross

CoRR, 2020

Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets.

Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Decentralized Parallel Algorithm for Training Generative Adversarial Nets.

Mingrui Liu, Youssef Mroueh, Wei Zhang, Xiaodong Cui, Jerret Ross, Tianbao Yang, Payel Das

CoRR, 2019

Wasserstein Barycenter Model Ensembling.

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu

Proceedings of the 7th International Conference on Learning Representations, 2019

Improved Adversarial Image Captioning.

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Adversarial Semantic Alignment for Improved Image Captions.

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Improved Image Captioning with Adversarial Semantic Alignment.

Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu

CoRR, 2018

2017

Self-Critical Sequence Training for Image Captioning.

Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017