Gintare Karolina Dziugaite
发表
Zoubin Ghahramani,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2016,
ArXiv.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Ashish Khisti,
2019,
NeurIPS.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Michael Carbin,
2019
.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Kyle Hsu,
2020,
ArXiv.
Zoubin Ghahramani,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2015,
UAI.
Gintare Karolina Dziugaite,
G. Dziugaite,
2019
.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Jeffrey Negrea,
2020,
ICML.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Michael Carbin,
2020,
ArXiv.
Ioannis Mitliagkas,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2020,
NeurIPS.
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability
pdf
Gintare Karolina Dziugaite,
Daniel M. Roy,
Shai Ben-David,
2020,
ArXiv.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Michael Carbin,
2019,
ArXiv.
Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel
pdf
Surya Ganguli,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2020,
NeurIPS.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Michael Carbin,
2019,
ICML.
Hossein Mobahi,
Samy Bengio,
Gintare Karolina Dziugaite,
2020,
ArXiv.
Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data
pdf
Gintare Karolina Dziugaite,
Daniel M. Roy,
G. Dziugaite,
2017,
UAI.
Gintare Karolina Dziugaite,
Daniel M. Roy,
G. Dziugaite,
2017,
ICML.
Pascal Vincent,
Alexandre Lacoste,
Gintare Karolina Dziugaite,
2019,
AISTATS.
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
pdf
Gintare Karolina Dziugaite,
Daniel M. Roy,
Ashish Khisti,
2020,
NeurIPS.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Michael Carbin,
2019
.
Shay Moran,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2020,
ArXiv.
Gintare Karolina Dziugaite,
Elnaz Barshan,
Marc-Etienne Brunet,
2020,
ArXiv.
Gintare Karolina Dziugaite,
Daniel M. Roy,
G. Dziugaite,
2017,
NeurIPS.
Gintare Karolina Dziugaite,
Jonathan Frankle,
Daniel Roy,
2021,
ICLR 2021 Poster.
Shay Moran,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2021,
NeurIPS.
Gintare Karolina Dziugaite,
Daniel M. Roy,
Kyle Hsu,
2021,
AISTATS.
Surya Ganguli,
Gintare Karolina Dziugaite,
Mansheej Paul,
2021,
ArXiv.
Gintare Karolina Dziugaite,
Soufiane Hayou,
Bobby He,
2021,
ArXiv.
Ioannis Mitliagkas,
Gintare Karolina Dziugaite,
Daniel M. Roy,
2020,
NeurIPS.