Jeffrey Negrea

According to our database, Jeffrey Negrea authored at least 8 papers between 2019 and 2023.

Collaborative distances:

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

2023

Concept Algebra for Text-Controlled Vision Models.

Zihao Wang, Lin Gui, Jeffrey Negrea, Victor Veitch

CoRR, 2023

Concept Algebra for (Score-Based) Text-Controlled Generative Models.

Zihao Wang, Lin Gui, Jeffrey Negrea, Victor Veitch

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Statistical Inference with Stochastic Gradient Algorithms.

Jeffrey Negrea, Jun Yang, Haoyue Feng, Daniel M. Roy, Jonathan H. Huggins

CoRR, 2022

2021

Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers.

Jeffrey Negrea, Blair L. Bilodeau, Nicolò Campolongo, Francesco Orabona, Daniel M. Roy

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Relaxing the I.I.D. Assumption: Adaptive Minimax Optimal Sequential Prediction with Expert Advice.

Blair L. Bilodeau, Jeffrey Negrea, Daniel M. Roy

CoRR, 2020

Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms.

Mahdi Haghifam, Jeffrey Negrea, Ashish Khisti, Daniel M. Roy, Gintare Karolina Dziugaite

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

In Defense of Uniform Convergence: Generalization via Derandomization with an Application to Interpolating Predictors.

Jeffrey Negrea, Gintare Karolina Dziugaite, Daniel M. Roy

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates.

Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite, Ashish Khisti, Daniel M. Roy

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019