Aug 14, 2020

Quasidifferentiability And Nonsmooth Modelling In Mechanics Engineering And Economics Nonconvex Optimization And Its Applications

Nonconvex Optimization for High Dimensional Learning: From Phase Retrieval to Submodular Maximizatio

Nonconvex Optimization for High Dimensional Learning: From Phase Retrieval to Submodular Maximizatio von NC State ECE vor 3 Jahren 51 Minuten 407 Aufrufe Dr. Mahdi Soltanolkotabi University of Southern California *** Abstract: Many problems of contemporary interest in signal ...

Provable Non-convex Projections for High-dimensional Learning Problems - Part1

Provable Non-convex Projections for High-dimensional Learning Problems - Part1 von Microsoft Research vor 4 Jahren 1 Stunde, 5 Minuten 536 Aufrufe Typical high-dimensional learning problems such as sparse regression, low-rank matrix completion, robust PCA etc can be solved ...

Theory of accelerated methods - Zeyuan Allen-Zhu

Theory of accelerated methods - Zeyuan Allen-Zhu von Institute for Advanced Study vor 3 Jahren 1 Stunde, 25 Minuten 5.149 Aufrufe Computer Science/Discrete Mathematics Seminar II Topic: Theory of accelerated methods Speaker: Zeyuan Allen-Zhu, Member, ...

A Framework for Globally Convergent Methods in Nonsmooth and Nonconvex Problems | Shoham Sabach

A Framework for Globally Convergent Methods in Nonsmooth and Nonconvex Problems | Shoham Sabach von Harvard CMSA vor 4 Jahren 58 Minuten 466 Aufrufe

Session 3: Optimization Non convex

Session 3: Optimization Non convex von ICML IJCAI ECAI 2018 Conference Videos vor 2 Jahren 2 Stunden, 7 Minuten 242 Aufrufe Watch this video with AI-generated Table of Content (ToC), Phrase Cloud and In-video Search here: ...

Worst-case complexity and optimality of methods for smooth optimization – P. Toint – ICM2018

Worst-case complexity and optimality of methods for smooth optimization – P. Toint – ICM2018 von Rio ICM2018 vor 1 Jahr 48 Minuten 147 Aufrufe Control Theory and , Optimization , Invited Lecture 16.5 Worst-case evaluation complexity and optimality of second-order methods ...

9. Lagrangian Duality and Convex Optimization

9. Lagrangian Duality and Convex Optimization von Inside Bloomberg vor 2 Jahren 41 Minuten 23.808 Aufrufe We introduce , the , basics of convex , optimization , and Lagrangian duality. We discuss weak and strong duality, Slater's constraint ...

25. Stochastic Gradient Descent

25. Stochastic Gradient Descent von MIT OpenCourseWare vor 1 Jahr 53 Minuten 20.719 Aufrufe MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Suvrit Sra View ...

Rong Ge (Duke) -- Optimization Landscape Symmetry, Saddle Points and Beyond

Rong Ge (Duke) -- Optimization Landscape Symmetry, Saddle Points and Beyond von MIFODS vor 1 Jahr 59 Minuten 1.593 Aufrufe MIFODS - Workshop on , Non-convex optimization , and deep learning Cambridge, US January 27-20, 2019.

Operations Research 10B: Hessian Matrix, Convex \u0026 Concave Functions

Operations Research 10B: Hessian Matrix, Convex \u0026 Concave Functions von Yong Wang vor 3 Jahren 8 Minuten, 14 Sekunden 57.576 Aufrufe Textbooks: https://amzn.to/2VgimyJ https://amzn.to/2CHalvx https://amzn.to/2Svk11k In this video, I'll talk about Hessian matrix, ...

Accelerating Stochastic Gradient Descent

Accelerating Stochastic Gradient Descent von Microsoft Research vor 3 Jahren 1 Stunde, 15 Minuten 5.289 Aufrufe There is widespread sentiment that it is not possible to effectively utilize fast gradient methods (e.g. Nesterov's acceleration, ...

Session 2A \u0026 2B: Optimization Non Convex

Session 2A \u0026 2B: Optimization Non Convex von ICML IJCAI ECAI 2018 Conference Videos vor 2 Jahren 2 Stunden, 6 Minuten 232 Aufrufe Watch this video with AI-generated Table of Content (ToC), Phrase Cloud and In-video Search here: ...

Advanced Algorithms (COMPSCI 224), Lecture 13

Advanced Algorithms (COMPSCI 224), Lecture 13 von Harvard University vor 4 Jahren 1 Stunde, 21 Minuten 18.209 Aufrufe Guest lecture: Rong Ge.

Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization

Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization von Zeyuan Allen-Zhu vor 2 Jahren 10 Minuten, 5 Sekunden 493 Aufrufe https://arxiv.org/abs/1802.03866.

Convex and Nonconvex

Convex and Nonconvex von Aaron Bucko vor 5 Jahren 6 Minuten, 18 Sekunden 5.585 Aufrufe


Quasidifferentiability And Nonsmooth Modelling In Mechanics Engineering And Economics Nonconvex Optimization And Its Applications



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Quasidifferentiability And Nonsmooth Modelling In Mechanics Engineering And Economics Nonconvex Optimization And Its Applications