Dan Garber

Joined

March 2018

Names

Dan Garber

Emails

****@technion.ac.il (Confirmed)

,

****@gmail.com

Personal Links

Career & Education History

No history added

Advisors, Relations & Conflicts

Postdoc Advisor

2016 – 2017

PhD Advisor

2011 – 2016

Expertise

machine learning

,

optimization

,

online learning

,

convex optimization

2010 – 2018

Publications

Projection-Free Online Convex Optimization with Time-Varying Constraints
Dan Garber, Ben Kretzu
- ICML 2024 Poster
- Readers: Everyone
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
Ron Fisher, Dan Garber
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
Lior Danon, Dan Garber
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems
Atara Kaplan, Dan Garber
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems
Atara Kaplan, Dan Garber
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Efficient Online Linear Optimization with Approximation Algorithms
Dan Garber
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis
Dan Garber, Ohad Shamir, Nathan Srebro
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes
Dan Garber, Ofer Meshi
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Faster Projection-free Convex Optimization over the Spectrahedron
Dan Garber
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis
Weiran Wang, Jialei Wang, Dan Garber, Nati Srebro
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone

View all 14 publications

Co-Authors