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Alex Damian
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 11
Top Topics
Variational Framework
Fine Tune
Global Minimizers
Loss Function
Top Venues
CoRR
NeurIPS
ICLR
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Publications
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Sadhika Malladi
,
Tianyu Gao
,
Eshaan Nichani
,
Alex Damian
,
Jason D. Lee
,
Danqi Chen
,
Sanjeev Arora
Fine-Tuning Language Models with Just Forward Passes.
NeurIPS
(2023)
Eshaan Nichani
,
Alex Damian
,
Jason D. Lee
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks.
NeurIPS
(2023)
Alex Damian
,
Eshaan Nichani
,
Jason D. Lee
Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability.
ICLR
(2023)
Eshaan Nichani
,
Alex Damian
,
Jason D. Lee
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks.
CoRR
(2023)
Alex Damian
,
Eshaan Nichani
,
Rong Ge
,
Jason D. Lee
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models.
NeurIPS
(2023)
Sadhika Malladi
,
Tianyu Gao
,
Eshaan Nichani
,
Alex Damian
,
Jason D. Lee
,
Danqi Chen
,
Sanjeev Arora
Fine-Tuning Language Models with Just Forward Passes.
CoRR
(2023)
Alex Damian
,
Eshaan Nichani
,
Rong Ge
,
Jason D. Lee
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models.
CoRR
(2023)
Alex Damian
,
Eshaan Nichani
,
Jason D. Lee
Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability.
CoRR
(2022)
Alex Damian
,
Jason D. Lee
,
Mahdi Soltanolkotabi
Neural Networks can Learn Representations with Gradient Descent.
CoRR
(2022)
Alex Damian
,
Tengyu Ma
,
Jason D. Lee
Label Noise SGD Provably Prefers Flat Global Minimizers.
CoRR
(2021)
Alex Damian
,
Tengyu Ma
,
Jason D. Lee
Label Noise SGD Provably Prefers Flat Global Minimizers.
NeurIPS
(2021)