Author Search Results :: Library Catalog

1

Information Theoretic Guarantees For Policy Alignment In Large Language Models Autoría: Mroueh, Youssef

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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2

Reinforcement Learning with Verifiable Rewards: GRPO's Effective Loss, Dynamics, and Success Amplification Autoría: Mroueh, Youssef

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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3

Guided Speculative Inference for Efficient Test-Time Alignment of LLMs Autoría: Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection Autoría: Xue, Yihao, Greenewald, Kristjan, Mroueh, Youssef, Mirzasoleiman, Baharan

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery Autoría: Mroueh, Youssef, Fonseca, Carlos, Belgodere, Brian, Cox, David

Published 2026

Fuente: arXiv

Tipo de material: Preprint

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KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity Autoría: Aminian, Gholamali, Asadi, Amir R., Shenfeld, Idan, Mroueh, Youssef

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Autoría: Rioux, Gabriel, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Mroueh, Youssef

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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8

Gradient Flows and Riemannian Structure in the Gromov-Wasserstein Geometry Autoría: Zhang, Zhengxin, Goldfeld, Ziv, Greenewald, Kristjan, Mroueh, Youssef, Sriperumbudur, Bharath K.

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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9

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis Autoría: Aminian, Gholamali, Shenfeld, Idan, Asadi, Amir R., Beirami, Ahmad, Mroueh, Youssef

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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10

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Autoría: Dupuis, Nicolas, Tiwari, Adarsh, Mroueh, Youssef, Kremer, David, Faro, Ismael, Cruz-Benito, Juan

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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11

GP-MoLFormer: A Foundation Model For Molecular Generation Autoría: Ross, Jerret, Belgodere, Brian, Hoffman, Samuel C., Chenthamarakshan, Vijil, Navratil, Jiri, Mroueh, Youssef, Das, Payel

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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12

GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance Autoría: Navratil, Jiri, Ross, Jarret, Das, Payel, Mroueh, Youssef, Hoffman, Samuel C, Chenthamarakshan, Vijil, Belgodere, Brian

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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13

Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language Models Autoría: Le, Khiem, Nguyen, Phuc, Mroueh, Youssef, Lin, Chi-Heng, Gao, Shangqian, Hua, Ting, Chawla, Nitesh V.

Published 2026

Fuente: arXiv

Tipo de material: Preprint

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14

Risk Aware Benchmarking of Large Language Models Autoría: Nitsure, Apoorva, Mroueh, Youssef, Rigotti, Mattia, Greenewald, Kristjan, Belgodere, Brian, Yurochkin, Mikhail, Navratil, Jiri, Melnyk, Igor, Ross, Jerret

Published 2023

Fuente: arXiv

Tipo de material: Preprint

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15

Distributional Preference Alignment of LLMs via Optimal Transport Autoría: Melnyk, Igor, Mroueh, Youssef, Belgodere, Brian, Rigotti, Mattia, Nitsure, Apoorva, Yurochkin, Mikhail, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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16

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training Autoría: Mroueh, Youssef, Dupuis, Nicolas, Belgodere, Brian, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret, Rios, Jesus

Published 2025

Fuente: arXiv

Tipo de material: Preprint

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17

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge Autoría: Dognin, Pierre, Melnyk, Igor, Mroueh, Youssef, Padhi, Inkit, Rigotti, Mattia, Ross, Jarret, Schiff, Yair, Young, Richard A., Belgodere, Brian

Published 2020

Fuente: arXiv

Tipo de material: Preprint

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18

Large Language Models can be Strong Self-Detoxifiers Autoría: Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Published 2024

Fuente: arXiv

Tipo de material: Preprint

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19

Auditing and Generating Synthetic Data with Controllable Trust Trade-offs Autoría: Belgodere, Brian, Dognin, Pierre, Ivankay, Adam, Melnyk, Igor, Mroueh, Youssef, Mojsilovic, Aleksandra, Navratil, Jiri, Nitsure, Apoorva, Padhi, Inkit, Rigotti, Mattia, Ross, Jerret, Schiff, Yair, Vedpathak, Radhika, Young, Richard A.

Published 2023

Fuente: arXiv

Tipo de material: Preprint

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Information Theoretic Guarantees For Policy Alignment In Large Language Models Autoría: Mroueh, Youssef

Reinforcement Learning with Verifiable Rewards: GRPO's Effective Loss, Dynamics, and Success Amplification Autoría: Mroueh, Youssef

Guided Speculative Inference for Efficient Test-Time Alignment of LLMs Autoría: Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection Autoría: Xue, Yihao, Greenewald, Kristjan, Mroueh, Youssef, Mirzasoleiman, Baharan

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery Autoría: Mroueh, Youssef, Fonseca, Carlos, Belgodere, Brian, Cox, David

KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity Autoría: Aminian, Gholamali, Asadi, Amir R., Shenfeld, Idan, Mroueh, Youssef

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Autoría: Rioux, Gabriel, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Mroueh, Youssef

Gradient Flows and Riemannian Structure in the Gromov-Wasserstein Geometry Autoría: Zhang, Zhengxin, Goldfeld, Ziv, Greenewald, Kristjan, Mroueh, Youssef, Sriperumbudur, Bharath K.

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis Autoría: Aminian, Gholamali, Shenfeld, Idan, Asadi, Amir R., Beirami, Ahmad, Mroueh, Youssef

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Autoría: Dupuis, Nicolas, Tiwari, Adarsh, Mroueh, Youssef, Kremer, David, Faro, Ismael, Cruz-Benito, Juan

GP-MoLFormer: A Foundation Model For Molecular Generation Autoría: Ross, Jerret, Belgodere, Brian, Hoffman, Samuel C., Chenthamarakshan, Vijil, Navratil, Jiri, Mroueh, Youssef, Das, Payel

GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance Autoría: Navratil, Jiri, Ross, Jarret, Das, Payel, Mroueh, Youssef, Hoffman, Samuel C, Chenthamarakshan, Vijil, Belgodere, Brian

Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language Models Autoría: Le, Khiem, Nguyen, Phuc, Mroueh, Youssef, Lin, Chi-Heng, Gao, Shangqian, Hua, Ting, Chawla, Nitesh V.

Risk Aware Benchmarking of Large Language Models Autoría: Nitsure, Apoorva, Mroueh, Youssef, Rigotti, Mattia, Greenewald, Kristjan, Belgodere, Brian, Yurochkin, Mikhail, Navratil, Jiri, Melnyk, Igor, Ross, Jerret

Distributional Preference Alignment of LLMs via Optimal Transport Autoría: Melnyk, Igor, Mroueh, Youssef, Belgodere, Brian, Rigotti, Mattia, Nitsure, Apoorva, Yurochkin, Mikhail, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training Autoría: Mroueh, Youssef, Dupuis, Nicolas, Belgodere, Brian, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret, Rios, Jesus

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge Autoría: Dognin, Pierre, Melnyk, Igor, Mroueh, Youssef, Padhi, Inkit, Rigotti, Mattia, Ross, Jarret, Schiff, Yair, Young, Richard A., Belgodere, Brian

Large Language Models can be Strong Self-Detoxifiers Autoría: Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

Search Results - Mroueh, Youssef

Information Theoretic Guarantees For Policy Alignment In Large Language Models Autoría: Mroueh, Youssef

Reinforcement Learning with Verifiable Rewards: GRPO's Effective Loss, Dynamics, and Success Amplification Autoría: Mroueh, Youssef

Guided Speculative Inference for Efficient Test-Time Alignment of LLMs Autoría: Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection Autoría: Xue, Yihao, Greenewald, Kristjan, Mroueh, Youssef, Mirzasoleiman, Baharan

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery Autoría: Mroueh, Youssef, Fonseca, Carlos, Belgodere, Brian, Cox, David

KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity Autoría: Aminian, Gholamali, Asadi, Amir R., Shenfeld, Idan, Mroueh, Youssef

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Autoría: Rioux, Gabriel, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Mroueh, Youssef

Gradient Flows and Riemannian Structure in the Gromov-Wasserstein Geometry Autoría: Zhang, Zhengxin, Goldfeld, Ziv, Greenewald, Kristjan, Mroueh, Youssef, Sriperumbudur, Bharath K.

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis Autoría: Aminian, Gholamali, Shenfeld, Idan, Asadi, Amir R., Beirami, Ahmad, Mroueh, Youssef

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Autoría: Dupuis, Nicolas, Tiwari, Adarsh, Mroueh, Youssef, Kremer, David, Faro, Ismael, Cruz-Benito, Juan

GP-MoLFormer: A Foundation Model For Molecular Generation Autoría: Ross, Jerret, Belgodere, Brian, Hoffman, Samuel C., Chenthamarakshan, Vijil, Navratil, Jiri, Mroueh, Youssef, Das, Payel

GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance Autoría: Navratil, Jiri, Ross, Jarret, Das, Payel, Mroueh, Youssef, Hoffman, Samuel C, Chenthamarakshan, Vijil, Belgodere, Brian

Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language Models Autoría: Le, Khiem, Nguyen, Phuc, Mroueh, Youssef, Lin, Chi-Heng, Gao, Shangqian, Hua, Ting, Chawla, Nitesh V.

Risk Aware Benchmarking of Large Language Models Autoría: Nitsure, Apoorva, Mroueh, Youssef, Rigotti, Mattia, Greenewald, Kristjan, Belgodere, Brian, Yurochkin, Mikhail, Navratil, Jiri, Melnyk, Igor, Ross, Jerret

Distributional Preference Alignment of LLMs via Optimal Transport Autoría: Melnyk, Igor, Mroueh, Youssef, Belgodere, Brian, Rigotti, Mattia, Nitsure, Apoorva, Yurochkin, Mikhail, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training Autoría: Mroueh, Youssef, Dupuis, Nicolas, Belgodere, Brian, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Navratil, Jiri, Ross, Jerret, Rios, Jesus

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge Autoría: Dognin, Pierre, Melnyk, Igor, Mroueh, Youssef, Padhi, Inkit, Rigotti, Mattia, Ross, Jarret, Schiff, Yair, Young, Richard A., Belgodere, Brian

Large Language Models can be Strong Self-Detoxifiers Autoría: Ko, Ching-Yun, Chen, Pin-Yu, Das, Payel, Mroueh, Youssef, Dan, Soham, Kollias, Georgios, Chaudhury, Subhajit, Pedapati, Tejaswini, Daniel, Luca

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