Jerret Ross

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Multivariate Time Series

Granger Causality

Semantically Meaningful

Top Venues

Publications

Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan H. Greenewald, Jirí Navrátil, Jerret Ross
Distributional Preference Alignment of LLMs via Optimal Transport. CoRR (2024)
Jerret Ross, Brian Belgodere, Samuel C. Hoffman, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das
GP-MoLFormer: A Foundation Model For Molecular Generation. CoRR (2024)
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
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs. CoRR (2023)
Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan H. Greenewald, Brian Belgodere, Mikhail Yurochkin, Jirí Navrátil, Igor Melnyk, Jerret Ross
Risk Assessment and Statistical Significance in the Age of Foundation Models. CoRR (2023)
Jerret Ross, Brian Belgodere, Vijil Chenthamarakshan, Inkit Padhi, Youssef Mroueh, Payel Das
Large-scale chemical language representations capture molecular structure and properties. Nat. Mac. Intell. 4 (12) (2022)
Jerret Ross, Brian Belgodere, Vijil Chenthamarakshan, Inkit Padhi, Youssef Mroueh, Payel Das
Do Large Scale Molecular Language Representations Capture Important Structural Information? CoRR (2021)
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik Altman
Tabular Transformers for Modeling Multivariate Time Series. ICASSP (2021)
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik Altman
Tabular Transformers for Modeling Multivariate Time Series. CoRR (2020)
Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. ICLR (2020)
Adam Block, Youssef Mroueh, Alexander Rakhlin, Jerret Ross
Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis. CoRR (2020)
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
Improved Adversarial Image Captioning. DGS@ICLR (2019)
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
Adversarial Semantic Alignment for Improved Image Captions. CVPR (2019)
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
Wasserstein Barycenter Model Ensembling. CoRR (2019)
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
Wasserstein Barycenter Model Ensembling. ICLR (Poster) (2019)
Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. CoRR (2019)
Mingrui Liu, Youssef Mroueh, Wei Zhang, Xiaodong Cui, Jerret Ross, Tianbao Yang, Payel Das
Decentralized Parallel Algorithm for Training Generative Adversarial Nets. CoRR (2019)
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
Improved Image Captioning with Adversarial Semantic Alignment. CoRR (2018)
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel
Self-Critical Sequence Training for Image Captioning. CVPR (2017)
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel
Self-critical Sequence Training for Image Captioning. CoRR (2016)