Author of the publication

Local Saddle Point Optimization: A Curvature Exploitation Approach.

, , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 486-495. PMLR, (2019)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 793-801. JMLR.org, (2014)Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm., , , and . J. Mach. Learn. Res., (2016)Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization., , , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 806-815. PMLR, (2019)Mixing of Stochastic Accelerated Gradient Descent., , and . CoRR, (2019)Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion., , , , , and . CoRR, (2023)Batch normalization provably avoids ranks collapse for randomly initialised deep networks., , , , and . NeurIPS, (2020)Transformers learn to implement preconditioned gradient descent for in-context learning., , , and . CoRR, (2023)On the impact of activation and normalization in obtaining isometric embeddings at initialization., , and . CoRR, (2023)Optimization for Neural Networks: Quest for Theoretical Understandings.. ETH Zurich, Zürich, Switzerland, (2020)base-search.net (ftethz:oai:www.research-collection.ethz.ch:20.500.11850/421981).Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3979-3987. PMLR, (2021)